{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 99,
   "id": "opponent-cream",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The autoreload extension is already loaded. To reload it, use:\n",
      "  %reload_ext autoreload\n"
     ]
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "from tensorflow import keras\n",
    "import time\n",
    "import numpy as np\n",
    "import h5py\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy\n",
    "from PIL import Image\n",
    "from scipy import ndimage\n",
    "\n",
    "%matplotlib inline\n",
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "np.random.seed(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "id": "split-opinion",
   "metadata": {},
   "outputs": [],
   "source": [
    "def load_data():\n",
    "    train_data = h5py.File('datasets/train_catvnoncat.h5')\n",
    "    train_x_orig = np.array(train_data['train_set_x'][:])\n",
    "    train_y = np.array(train_data['train_set_y'][:])\n",
    "\n",
    "    test_data = h5py.File('datasets/test_catvnoncat.h5')\n",
    "    test_x_orig = np.array(test_data['test_set_x'][:])\n",
    "    test_y = np.array(test_data['test_set_y'][:])\n",
    "    \n",
    "    return train_x_orig, train_y, test_x_orig, test_y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "id": "geographic-kingdom",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-100-7dd02e6fe1e7>:2: H5pyDeprecationWarning: The default file mode will change to 'r' (read-only) in h5py 3.0. To suppress this warning, pass the mode you need to h5py.File(), or set the global default h5.get_config().default_file_mode, or set the environment variable H5PY_DEFAULT_READONLY=1. Available modes are: 'r', 'r+', 'w', 'w-'/'x', 'a'. See the docs for details.\n",
      "  train_data = h5py.File('datasets/train_catvnoncat.h5')\n",
      "<ipython-input-100-7dd02e6fe1e7>:6: H5pyDeprecationWarning: The default file mode will change to 'r' (read-only) in h5py 3.0. To suppress this warning, pass the mode you need to h5py.File(), or set the global default h5.get_config().default_file_mode, or set the environment variable H5PY_DEFAULT_READONLY=1. Available modes are: 'r', 'r+', 'w', 'w-'/'x', 'a'. See the docs for details.\n",
      "  test_data = h5py.File('datasets/test_catvnoncat.h5')\n"
     ]
    }
   ],
   "source": [
    "train_x_orig, train_y, test_x_orig, test_y = load_data()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "id": "great-trinidad",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(209, 64, 64, 3)\n"
     ]
    }
   ],
   "source": [
    "print(train_x_orig.shape)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "id": "simple-permit",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(50, 64, 64, 3)\n",
      "50\n"
     ]
    }
   ],
   "source": [
    "print(test_x_orig.shape)\n",
    "print(test_y.size)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "id": "cross-companion",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.imshow(train_x_orig[0])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "id": "opponent-vaccine",
   "metadata": {},
   "outputs": [],
   "source": [
    "train_x = train_x_orig / 255.\n",
    "test_x = test_x_orig / 255."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "id": "median-idaho",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = keras.Sequential([\n",
    "    keras.layers.Flatten(input_shape=(64,64,3)),\n",
    "    keras.layers.Dense(128, activation='relu'),\n",
    "    keras.layers.Dense(2)\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "id": "infinite-cologne",
   "metadata": {},
   "outputs": [],
   "source": [
    "model.compile(\n",
    "    optimizer = 'adam',\n",
    "    loss = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True),\n",
    "    metrics = ['accuracy']\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "pleased-portable",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/12\n",
      "7/7 [==============================] - 0s 8ms/step - loss: 7.4462 - accuracy: 0.4569\n",
      "Epoch 2/12\n",
      "7/7 [==============================] - 0s 7ms/step - loss: 2.3762 - accuracy: 0.6563\n",
      "Epoch 3/12\n",
      "7/7 [==============================] - 0s 8ms/step - loss: 1.2946 - accuracy: 0.4609\n",
      "Epoch 4/12\n",
      "7/7 [==============================] - 0s 8ms/step - loss: 0.9401 - accuracy: 0.6111\n",
      "Epoch 5/12\n",
      "7/7 [==============================] - 0s 8ms/step - loss: 0.6816 - accuracy: 0.6264\n",
      "Epoch 6/12\n",
      "7/7 [==============================] - 0s 7ms/step - loss: 0.6355 - accuracy: 0.6449\n",
      "Epoch 7/12\n",
      "7/7 [==============================] - 0s 8ms/step - loss: 0.6290 - accuracy: 0.6730\n",
      "Epoch 8/12\n",
      "7/7 [==============================] - 0s 9ms/step - loss: 0.5336 - accuracy: 0.7550\n",
      "Epoch 9/12\n",
      "7/7 [==============================] - 0s 9ms/step - loss: 0.5373 - accuracy: 0.7411\n",
      "Epoch 10/12\n",
      "7/7 [==============================] - 0s 8ms/step - loss: 0.5088 - accuracy: 0.7310\n",
      "Epoch 11/12\n",
      "7/7 [==============================] - 0s 8ms/step - loss: 0.4952 - accuracy: 0.7984\n",
      "Epoch 12/12\n",
      "7/7 [==============================] - 0s 7ms/step - loss: 0.4865 - accuracy: 0.7493\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<tensorflow.python.keras.callbacks.History at 0x2ad2f1d5550>"
      ]
     },
     "execution_count": 108,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.fit(train_x, train_y, epochs=12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "id": "protected-headline",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 2ms/step - loss: 0.5405 - accuracy: 0.7800\n",
      "0.7799999713897705\n"
     ]
    }
   ],
   "source": [
    "test_loss, test_acc = model.evaluate(test_x,  test_y)\n",
    "print(test_acc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "id": "occupational-nurse",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:5 out of the last 9 calls to <function Model.make_predict_function.<locals>.predict_function at 0x000002AD30BC6EE0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n"
     ]
    }
   ],
   "source": [
    "predict_model = tf.keras.Sequential([model, tf.keras.layers.Softmax()])\n",
    "predictions = predict_model.predict(test_x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "id": "medical-dealing",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.22655016, 0.77344984], dtype=float32)"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "predictions[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "attended-apache",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "predict label: 1\n",
      "real label: 1\n"
     ]
    }
   ],
   "source": [
    "print('predict label: {}'.format(np.argmax(predictions[0])))\n",
    "print('real label: {}'.format(test_y[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "id": "floral-lesson",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_img(test_x, test_y, predictions, i):\n",
    "    img, real_label, prediction = test_x[i], test_y[i], predictions[i]\n",
    "    plt.imshow(img)\n",
    "    if np.argmax(prediction) == real_label:\n",
    "        color = 'blue'\n",
    "    else:\n",
    "        color = 'red'\n",
    "    xlabel = 'cat' if real_label else 'non cat'\n",
    "    xlabel += '\\nwith accuracy {:2.0f}%'.format(prediction[real_label]*100)\n",
    "    plt.xlabel(xlabel, color=color)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "id": "understanding-garlic",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz0AAANYCAYAAADuUYOcAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9aaylaXYWCj7vN+15n32mmCMj58yaZ5fHS4HRdV/TjbmYBrdQ4xaWSuJHy4C6hdUgNX8abNQgaIHUXZLV8rUwlsWV2lwDprHdBlym7KJc5Roys3KMyBhPnPns+Zve/rGetb69d0TlVOGsjJPfkjJ3nL2/+VvvtJ71PMt57z1qq6222mqrrbbaaqutttpOqQXf6wuorbbaaqutttpqq6222mr7k7R60VNbbbXVVltttdVWW221nWqrFz211VZbbbXVVltttdVW26m2etFTW2211VZbbbXVVltttZ1qqxc9tdVWW2211VZbbbXVVtuptnrRU1tttdVWW2211VZbbbWdavuuFj2/+Zu/iWeeeQZPPvkkfv7nf/5BXVNttT1wq321tofBaj+t7WGw2k9re1is9tXaFs290zo9RVHg6aefxn/8j/8Rly5dwmc+8xn8q3/1r/DBD37wQV9jbbV9V1b7am0Pg9V+WtvDYLWf1vawWO2rta3aO0Z6/vAP/xBPPvkkHn/8cSRJgp/6qZ/Cr//6rz/Ia6uttgdita/W9jBY7ae1PQxW+2ltD4vVvlrbqkXvdMebN2/i8uXL9velS5fwB3/wB/ds94UvfAFf+MIXAADf/OOv4dx6Dw7Ofncr26/CTg6Ad27pN3efT+/u3Q8AFnEst3qylbO7hXPYbjzA4r7+PvtV+/ulbew3O4DHKra2el0Ozr50K/euVnpv1xYEbvFSsXCm+5zLrWzznW3xGdizdwF2j05wMpm+wZ7vLXsrvrrop1//+texsb6OKJLmEYWhvaN7gFGnH656tm7lx/tu/+am56rOWfmEniMIAn4X3HM9S//Gog/e92wAgLKszqmbV8e2h2Db+BWn03NV116iLMul/QMezwVLjWp5P21Hb9B+vV/+LMsSeSHnyvMcx8dHmEwmb3DP7y17J33qCy+8gGefffZdu8ZVy/MMAJBODuSLMgew4GvOLfxbP6rfvpMtevyb5yL4hX/5xVMt9GHL232nve/3z9Vt7+07/b0bvYUrNZ8HcOfuMY5PHo4+9Z376dMLv94v3iptd3p4GwAwOhlhloo/ab8Qh6t9LFCwzwqDZX8q/UIfwh0i7p/lRfUbrRmHcpxIrm3Oc49mBX+vrtkvOxYcgJj7z1LZPmNf1GvqOBJgMs95rXKscuXaS++R5iXvVbYJVppLWXqbX+h+OgfIMtk3zQsE3KHN829s9uS4/TM8YILKCWdy7OkxAGByPJSvyxyhdf8Otw5THI5zPCz2dsf+P/7aV7HWadtvzrmF/gpLn9W4Wn35ncbYpe9X5mC473HuOYBtGSUJACBpNQHIOwKA0Vj6jzCMMJ3Kv8+ePy/bch+HhfuhlTr2++Ke613tT3Vbv9iT2Zit107/RYSA7bzAss8EXHoMT06QFykAYH19a2mb6tzBPdf8Rubhce3qNezt7d3393e86Hmr9vnPfx6f//znAQCPbq/j//oX/4w14mBh8qaPtdQ5lKsadcl/5046FV0ERXwoSRAsLIzku4gTq7SQFxnAo8FJrGeHU/BcepzAOeR8gblO/jhhS7hPEEUodZHBbWx/lMi4+sr12NyvwY609A5pLg5QlsXSNlEo9+eCAKHefyTfIZRrL/icMoQoszkAIOY2ruoVZZuyBPtPM+23rft2IXIvGwU8h907JzRlmiLjc4miBP+X//f/jNNmi356/tx5/MxP/x+wtTEAAAzW++ArQpZJAwWfmQ5eYRgjijm46ULE1iE6MIUI+I4D+1H9THyiyHOkmTz34bEMQLduySRgOBzxXCFC+vLWtnQUFy9eAAA0G9IRJo0mkiSW64mlw4u5T7PRRMhr1QVNznPO5zL45UVhC6ooiu28QDVQ53mGPNfnIR/qQ+qK83mKlMe0tsnrCbmth0PJdlqU9LlieaGEILBr1a+4C9JM/jGbZTgajgEAuweH+H/+i/8HTqMt+uqnP/1p/Lc//PL37FoOD+8CAF7/yq8BAPLpDgAgSjiBTGLzG/XZMBR/qhpIABtW/dIHF9arA574Rmkzz3xpe/mHTmrLheOsBhGW/5bzrAzqixNnAKWvOtTquop7tl2ZEy8FAXQbDQaUJfD5//Mv4bTZkp9+8hl8+T/934GgKz9G23DhmvzbcfLG6cjO1/8/AIDf/p/+X/ijF6XvK9jGN9riSwlnLnleYsLFSa8pv6XsOw4nGbcNEXP83VrvAACu70jfujeUMbTdCPHJJ7cBABfO9AEAr986BAD85lflGh4/00GLJ94bSp/W4vDs4XHlrCwq/vjqEQAg4zX/2Y9L3xxHIb7+skzEZjnnIJwL9Npy3CwvMErl+h19ptsQPxu05TlNsxJJpHMG+S1mX/31qxJ8uHU0xUZb2tn/+LmnAAB/6f/4V+Wan/5JOb7bgAcX2vPnAADjr/0vAICv/cffBwCE6REGHd5jEOMv/7Nv47TZop9urfXw53/oU7ZgDKMQUVDNywAgCHXMl3cWuMDmAZHO13Rb/XSB7Res/rbwGfBcQcBjR8uLoCAIsH1J/OmRDz0DACjm4stf/eZV2SZu4fe/+EUAwP/pH/zfAAAXH92U3xBhHQMAwIz96IQL3uPpAa81RKvFMZ/bhJC/OV1BDIcJ+6/A83k4ueY4kI16QQch23TuZZ5Q6vGcHO9rX/tvuLl/CwDw5/7MX+C9yv5zXtccBbpoyfN1Mne4nxXsW3fKMf6Hz/6p77jdO05vu3jxIq5fv25/37hxAxcvXnynh6uttj8xq321tofBaj+t7WGw2k9re1is9tXaVu0dIz2f+cxn8NJLL+G1117DxYsX8au/+qv4lV/5lTfeycl/y6li99lm0XwJx7WZ0yiZht0VcQlcFTVcSaUxmK4s75MO5paO6xZSxjSq7A3bra5Po/RBoCvdKsKn57OIvkUOuXsUIuI2RbGa11ZFsotCI5XyGRu8qZ8eUbAcBbBPS3lyiHj9jlcQ6vUQZSpQWuQ+ChWx8vYbAERxCHA1/45UL77H9nZ9NQwDdLttNBjtiJPQ3n9Bn/F8d5qiFUQBwpVIjvpnqO81jCwipJEkjVYrwjGeTLC/y+j5668DAF58+RUAwMEBU4hcaH62tbUBAHjy8ccAANvbEq1cGwywNhgAAFptCdV1+BmGIUqnbUFRT/ob9NKdoTZBuBLpMrSwhGMX4hV24XEdI1ZRHKFglEiRTT2AobPeW3qq47liRaKCChnTa9Nn5uivntdZBgFaPEdn3rHI2sNi76hP/V6bIR+rHXdQfW9913IqpvWxzlX9i/rPfU9WoSSyPy/BOzgsQ9p+pb9cTkzTr1bTMpwhMnqtVYrFwrhgF6AwzvJxnbs3/am0czNbwZfwpfy7KNx90Kz3rr0TPy1mIxy99CXrLxqdDuKWICNBQ9Af15K0q+2nPwMA+MiPfAOv3voNOQCR6AHRnJz9TZoXWCNKUjB142Qq6Immh6V5gZaiQBnTbNgHpUwHa0WBpa+xy7GxU31iMs/RiHU8FTsgmtRc2F/75o2uRKV7HSLuYYg1/vvmDUkf6zTl74wpGWudBtotOd/dY0nNbTONqcv7nB3PUBJFyks557TQMbzKmOl35Pwf+rCkdzXPyhjhGWXnlnIjHH+KGdPciEA1gwINPqt8pY09DPZOfNXB2Vhnk1ZU73WVIuAWpp86SFXTxYUkttW0uNWUuIW5saId2sXY9Ti30P8tT/zGI3l3nX4LkxPJCgkg7zVnymU5d8joX5rG2UYDANCIZe5QIkCT/VGTiJP2hzYPKgt4LyjpYXkkt875DvFb5PBwaPPfgvQMcQIA6HvZ6vbtF3Hj5h3ZX8cS3nRmc9a4Ov8bmD6PrksQvEE63Dte9ERRhH/+z/85fuzHfgxFUeCv//W/jg996ENvvqOrnAhucZBbngxWl1xWCwn7TfepnEYnnOWiJwJwhNx87i01QSf+9hh18FvIqfQrDq7eXJSFXVtk0J9YEQQIv8N96OAZuGoSqddY2gKkehaWZ0moPtRUM/pFUZbGOQk0XcSvPBfAJiXagWvqVcb8u8D7KmmY92P3Z+lHHjGdv8yL7zQjec/a2/XVIAjQ63bRaCTcP6y4KhwRi5XOyAWu4teswuEGi4e26FEfLphbPmLq2rVrV/Hyiy8CAF6/cQMAcHIiHUWakj+Rl9ZBnAwF2j4+klSMM1uS7tbt9rCxKZD22XPnAAAXLl6y69FUSs31tYQf+mIYxeZf2rZ0gafbhj60dFSdOOp1qU87B4SalqqLpVDbc9WRaQqUpbVq0EBz3734PAA4vUbLZ+dBXGCcnk4vrxafD4m94z71e2je8sCXFzZLw771pdrvBUufzrmFjnJ5oim7LqafVROCarHh4LEy61hNwIeDTfAsk07+kRWcdIcthLi7cuzl47mlbPbVoJXuUlb9xcpsSPvvsohRKP+sqK7lYbB34qfzeYqrr1zDhOlknXYTrbb0Pd2upK5snSP/4JKMZ8/8qf8tPv7SywCAl7/2LQBAthIMTAJgqjwZ9iv9lvRbrYb42zT3yNnPFkyF08WOvoNmFKBD7ksS6sKKaej0xdE8N96PpYmzjzmcFhhOZGKnHCP91LTi0AVoMe1TOUVgQEj7rXYjQosLoXaDi5y5HPfGnowRs1mOPhdx7VgmrHPez0ZP/j4YpZZud+XZKwAA1xrwnAvcJB3zS3kv2qHru2n6CJFmFBWLdISHw95Rn+pWWuPKnLKavy5+upWfVv4OFlc0K8ddOtHyj35l7rt4WqVXFPTT/pq8705/gEcef4rbyqJj79syP5jujjG7ICnglx8XxKukM3djaYdH+QQp09HaTIVzq/2rC9EJxddGhfw2K2R+okFI5yMLbEUQJ+qAgQ4utK48+hG0e+eXnpnO0xvcJ3KxzavfyHSh0w8aCP8kFj0A8OM//uP48R//8e/mELXV9q5Y7au1PQxW+2ltD4PVflrbw2K1r9a2aH/iQgbLJjigW0BsNFIMS9VagQ7hFkhhGmUvF3dBAGfCBZoxpqiJErZLeOQk/vtMV8+MQEOPF1SRa4t4k4SrEG9eoOTK2tsFVCorGul2tiJmpNrI7MFCdoTes/xdMvpTBgE8o00+19W8okG6GvaARtO9vsZl0i08kBGmDr1Ej3yiJGI5TuQCC/yUFsNciYj6wBAi74qHKCb5ziwIArRabSRxRVjUlMiyVGREIiFuwTdXER4jcOvfQbAQzZBnnabik3du3QQAvPD887hD4YJ0KukNTUU9+OomswkSEhzVZ/b3jwAA86lA3GEUIWZ63IXzgvRMJxLhybMUjYZEWtbX1+36ASCOmYqRNAyRcStIj/qtDz1Cr+k7KnIg16gCIB6waI8iM5UqHtMsFhS+KiIn201Z+X8VY19FhfT6Ijt/lhf23Gv7kzNL9VW/XlEfkiDosnrKvWqCQZVGthJK9gtZaZUy4HIaBHxQ9bfQNM37JOLq2EKfzQrxv50TQUQ3+h4tXqNfjeYuKCysfqVfVCltiv0v3gf9mRBxXjjkJLNnxeK+p9OKosTx0Qh3bkvEudmI0SQSs7kuSFub6W7JRXkuSf8xPPLE4wCA698Uov3hSFWg5IE148AmAlOiHXNVP2P/vb2WIGFfdkwBgnQuUWn1t14zNJGCVsLotPmdnGuaFpjlqo7G8zNFaJoWpvI2YwpdO6xU2wCg12vjzECi6etN+U4V4tZb0h/32wn6fdnmcCgiA6/fFYRH0aVm5CwdThEsnYp0+EzPr7cw6MlY1ehRicDpPEERew8V/ND0Nu0x+2uCEDSRoxkyw6AIlhU3T61VvUng3mJK/yrHgLak9rqqbrKCHAVLiNHKNm9BeXVvX9Lfy7CJ57/xVQDA3WsylyhvSjplHCbIhhP+W9725uMijDD0VN70ObpBk1e2fF4VIljM/ulRnKTBfnmNwiQixsV5OZg2yXS7jMc5OtrFK6+9BAD4kR/4nDwHTUtfyVx6UFbPCmqrrbbaaqutttpqq622U23vKtLjsBzVlSDgcg64og3B4ipYt1c+hCElys0pEVAbvDTYZIGzAsCHIYqC6AlREyP5q7AAFnLLmZ8YMaqtUePCOcsDLleIsAUqWVS71kg5HIvkXd4Ao0+hrYZJJvS+kqo28QZGwJXHU3hoVNMEHhYjOJAVsuV9mryg5pYvSi4vr6T12gurZeAtouvvH0M9VRYEDo1mXAlVBIHJU4aRvvuV2jNheA/CExkvJbRN9bmrjPPxwT4A4PZN4e8c7u2bkESvLRG/EdGbaUoJx7yw69Fo5JyInpsJAhUGGfKRIDv6HktGIA8PD43fo1LRMbk9g4EgP03vrQ0Gxp1REjb4GSAIlone2jiN3l6WhraqrGocK1dK5a3dArldETVtWxp9cqb5XwW/VjhTUdUms7z50HF6HkYLmPAfUtY8WykqslgX4h4hA0VEnMN3jqe6qg+0rzQSqMIG5b2S0IbMLP6t24jfHU8GAIDSSyTc+f3vGFW04znAKTltRd56tfzCwuktoF5QvCDPHbJMfRXw5f3Pe1qsLEtMp3PsHwhq0UwidCgUszWQSHG0KjOeHWNywEg1n6nuMyExu9eKMJwKWj5iHzikuIBybLqdDZzdlHMo/0f7qwbH4EErNA4Qh2zj1DQ4T2jEkSEpxzyHi4leB86I4cmKeJDCz81GiH6HaBJdf5Sq3Dl4fwkOKGDw+l2Jzh+O5T565BPNQwdSbkwKWK9VEcVBN7E2YbkZbnW6VwJaP6Vk5gIRnwbP1QibVUZN4e5BYk+tLcw/VwUIAuvPxIKFaaOVoOCfWnpkqd7PClqmvHbvPVywjPDYlibCFXzHsbJJpHJtbYBPfvKzAIBiT9DCyNO3XYiQPnL3NZGKBtHHWSLvfqOZIXDneOLlueXMC784xwRhKW3qIJM5TMj+vJtQZMMXaLke/01OutP2J8drtRpot9o8k9b3EaQoWJjHPkirZwW11VZbbbXVVltttdVW26m2d5fT48hr0FDxAsfB0rP9coQuCEMrBqpWYUO2U6U+pQpTRGMsIB8EcIwsF4x4W7xOL0cICHqp/K6K9gNAEMUIHCPn5NRo1F+KesrBrJipcmGUB1GWttLXyLVyJ8KQKAIWotiMoNr5GSVHUCJYpt4sRGEUGXMLBU/1O0UfFPEpKnRKUSRDrjQKVVShyiACHvDK+71mzjlR3GFUQpAelWBW+eWq6CEAhEFo78iUx1YUyQAgo/Tq/t4uAODll0SpbfeOFHUMfHkP2qkozgkjmiWcFS8DEc5E350W8i1KQyQnY0F8rpHjc/dgH5OJRIAycorWN4TXkJDr0+71lp7H4rH19Zfeme96V6FZQBVddGGAkNdqXJ4Vn3YLxSkVkaxQTPp96U39rcq31ufMbVCpMcVx/P6JSn4PLQxZ6TvW6Nxy/7kU4TRSz3LEc/H/93JbKr00+1QFNPpKURYL7XEZLVhGeuQcWSE+Pk0HAIAm+8I4yO+N2Frglb/4+/CFVtXkXNXfl3RarbVbkMeTFw6ZclCy08/p8d5jNp9jOJJ+Zx5FJq886Esx0PamKE+6hqDN5fwAcSDvc31D0Li93WMAwBH5LrtHBQZUaxvPKPtPyeo5H/rtvRNsr8k731hr2fUAQMJXtt5JjONg/BgqrV3sE10qgDah9Wa07K9rzaCSeeZ9tSLtl+iDRYkWObXKF50cS/+b5qp6WZXW2OjKNe+eUFlNqXHOGeIU81wNXo8WR+804or3k7KAdOXC/LMEmF2CXJ5nMVcVN85twqpge1m+RX7LKbAFnMf+8hxr/co4uNx2VxCahTHIFHxXsIZFCet7R6z7jGEV/MMPeVdzqvyNJhMMj6SdlCeSHdLeEDn4pfk3i+Ae3BbFyvCiIp0dBFQVVKfTU0aGwpSYs2/tJ2sAgC7V3PTwoXOYTOXadg9kDrJ+bsBzMNujuYZmR+Ye6rvxPdleD9ZqpKe22mqrrbbaaqutttpqO9X2rnN6oqDSFy9dsKDkI9sY0LOgWqF8ktK2Wc6bLLDA3fkOi0MXVOWKFAXSCEale14u1AdZVuIy7kYcmu6+y9Pli0ZpEZJgJTpuq8uysL/cCucgYhQoLyuJoCr/XTlK1fGD6sKXPqsoQ4SQubmWj6r7KOqVFqYMF67UD3JWY6K0YnASPDrd8R7nHKI4slzZYCFf2zM3tow0h7pSnQpWfMX8TSNlRY6TY1EvunHtGgDg9g2pFj0mGpOXJWasx6MKaIpeJERIkqCqS6XF6RYV+wBglnsEzOEeMQIKRoKCydz4FXkm3z1yRbbpr0nUZmNr2/gxq5GRSmktWGiLGlFXf6Pfhg4R0cmY/A8rGFwBtQvHWbkR4/M5BNoBGAq63Ea994auhWFw2gHJ94SZQmEkEXSti7aE7iy8Q9kmWNnGLeglwb4DljmE2h61dpkpWhaFfac+W3pFCnWsKRFQZWg4kchiqyHoQVJKNDRw5T0ojinGLV7VPfJt4cKPgvIY0kOf1ULURU4kNguQ5vKs5plH+RAVJ30nVpYlJtMZxkSr0zDHNtGbXk9y+oO+RKMRynvKDr4OT8XV2VSQiJOx/J3pGF5660ea5A722vQv8mXSwiHPtA6O/KZ1bqbsY1txYByC+VT6QkV+HtmQ6Pa1w9QKoU5T2f9gTKW2JMJkLue7QFSpYD9e1fPzaFOlTRXidJ9uQ/tNIOZYQ4E44x43oopTOc20VplyNXjt5G92+02kVAo8vrsHANgsiOJw1udRAlTsQiY8otlYnvOUY0aWp4DyMQpnbfC0mnNL4Azg7m3uVRYQ/w4WfvQrG+mu3t/DMXUrn/cdr2xK4e7ZRo+XNMQ/teZeq9nEk488Id+xP47oJ2GSGDJUMssjPBEf2H7srHzvI8xYeFQXCJGT/j2H+MewOMYu22LLivpS+ZXqbaNJihvPSeHR5rpkjnTR5xHlGvYObuL2rdcAACesFaVKw4rCvlHNnXdi77JkNQDvFyY9CyK0K5LVVigzcFX1wRV5VLew+LHGuEIEWyLUrhQcvWeChWrRpGk7aot1x22yZb1HtejRwbtKxVgefJeG+qBaVAALKWwL5/U28eTz4CQ1CiK7br+yeNPrKeFt8aZkSmdy33wGUbS0wFz8tHcRVsU5dVF3uk3SArUCtXOhpWjpK7fUGk68goVUzWDFvwqmPYyGJ7bI2b8rncFqoc1pmiLPlVyqaRGyTVPlxgNYoUctMqsdWYMDf5rnSGJNseGlMxVplhfYPRRC4qAtg/BRWzqqo22pynzm7DlbhKu/+5VUSSk6qmTZ5Xan6ZNBFKLZpISlFrhdeXaLKUwWmqDflipBXAaWduIsfXA1pa+SU3dVpmlt36Xpe9LARxJXUuPav4QqP25ptAsBgFVSrtriaG/vavWl+YXFv7QLFebImaZcFJkFBjQ9sizzpXOEURfzUgb13MnCfr3FFAstQeBzG0dMiOb+j2TpSqsr1nGtKn2QU7iAc1RkXPTM8xBpxt8yb4uk02pl6TGZzjFh4CUJIzSYPtYgCR8sjohCAkC3X/wann9eUnI1mLLWk210Qh/AW7/Aw4HrCXT5jyzNMaNEdb8l++sio6RkdBIGcOo7TAtrcPGx1qHIS+qxSTlplZo+mcq2vWZkPnh5SxZzU6byTZhu1xiPEXIOk7BPVdEDFWgInEemz4j3cX5N+s/1jqYceaRc0E05VqRFFfjRT5Xgvn1VxCAem0vKk2ssBKq8LPj9nKIJLH2wuyvjA9wMQaSiRzGK4rR3qvdPMgMqeX4rQ7IoyGViEQ8meWp1jbM4e9Q5ZUmxrYKF6/NC/KbZbOPKBZF6D1bS00RMif2d9uv004N9SXNrb7WQJOtyDp35MthbgEGIMrcxfq0hQYo5Fy1+Jp+v/beXUFI87NKzTwMAOoEEOGYU0Lhw/gm0YjnXRii/Je7N+97vxur0ttpqq6222mqrrbbaaqvtVNu7j/QsyNMGqEQAjDyvUXKFVvy9ETWFdENDOmCRbhUeKDTioZE7lHaEe0lmVQqDxTFUonl1uVmWCzAlr3nxeFokVc+v0WxFY8LQUvEq4dMVaHQRldIAut1PJXGpBO5C0ZyFYn12DSaaoNdP5GmBRG5weqG/MbLvNF2uSjGMVD3hFJtzUtzTitYGVURbLQzvRbyClYi2ptzMZhJJ2bl9C7duSORSJautqONCimKurGev/sXIEj+zzKPd1GKgElVpNyUKWCwILGiqj7qF1vyap5lJkk5nch0HFFbYYZHUrTNnDWHVFKaYKJL+7b1fiCzCvlt+ThGiUKWpl6ORbgFZDJimpzLu3gQNlDyKhdQ1flrhXyXaloZKWKS/tnds+p5efUXENvZvSUrmuUuPAgAuXnmi2tj69IW0NggiqamOq4hyJQ7gqmKgWJaELwqPgmimEv9ViCblZ57nyBeJ4ACipkQPk+aA23YwmYrf9IgWtII5r1R8ZpTnNn5oSsX9izHqOOIW/7T2WZbBQjob+1YiPJkWJM0cUv57XpSnHpQsyxKz6RyzmbyzqO0w6AnK3Eh0GsLI80Qizreu3sAaiycf7oosbpPjTy+pUiV7LUXA5btjppypOEC3GSJWv6KQjIof3Nid8Pq8pbNpZ+bZF/WY0nY29yZAoMicpsmleYFNIkIZkcgmESxNyWs1Y7SbEa9JrvlcTz63+dlKQkw5Hrd5rlbM58Q+u9eOMKfv7xzK9e8PJcq/2ZXjzOcZBvTzfYo/5BP5jPo6dnk4pjHlU0F6rr9OgZ1X9/h8C7R4zZ12A2l2+sd/maPyn1hEce6PPdwXGVrZdklU557MmqWDLR3z/mdcnsc2KT6UEn1sN3tosG/TjqVIVQzDI9B0NH46zjeikbzn9QubaEPQSs200EyONjYAALMyRsE592jCa+Zc+/pXvgEAGN7cx+Xv+xQAIGmLX44hG2sWzcHowOYesVIwlu5SU5b90pdVynOV1qzlN9IsWxBEutdqpKe22mqrrbbaaqutttpqO9X2LiM9kt/tNBffVzCOkVu1KKFbiNwpT8dWuBXBXL81/pgiGRoFNuJdcY8saBgsR56Lhch1RdZe3sf7EqCAweoKX4Aejdzz2lRW1+k1h3ZQ/c4uUb/3FdKj1CK9D81NThLl9VTcBkOsFMUpsQCZ8Skwfz2kJKEvi0pmWInBRr7VqGdpqNL7gRzunEMYRiZ/GwTBPQU6rdCtueYyVw0AZnOS/o4lwra/t2vy0U1G7QrTGBCfKvLCohRK/F9rSU737UMp7Be4wCSqO205Z5dRxQNKucZxgjxf5gvFJmsdImH08JhRyNFMoi0FuRn99Q3jzrQ6kmvbDST6oyIKi86wmEu+akoqX+XtWbFTeMuPtuK5K6IcYRBYew1tP9gzA4AszZCR81YWBe5p8LW9LdN3cHRX0L/RrVcBANcO5O/5+AQXHn8GwGLOuHXE+sWCIAq/upfCC0V4lDJQlir17FB4Fe2QH1NGLVNKrqZpYYIeje55AEC89hQAYDJkDvpwiIR8DuPGqdgBI57ZNEeo0vzfMbrrF6KNFacUgBUYLUtnSE9OroX+nRWKDACsk4miDE49p8d7IEsL48Jsr7WwTklmHePc/Ij/UC5jjunRAQDgcP8QAJASKbI+LQ6tKKOOo0ko2/QaLO/gS8TWv8hX5yhdfac15rlKmwyl7E9SjrUF0Y21dowJ+8uQF71JhGZ/mFr2xBFRF5WV9ioWUHq71/MD6dM9yV7nWSDSRc4KWi7eIwAMerJPFAbmcyprPZtRtjhVyf7CIt8Zn1k+lmcYWR0PD1DEI+O49Ood+Xzuzozbeqy1ZPtBE0jT91efuihs8EZFMleRmXtHyPsDO0vHddVGqzzBpeyklVeQkdfV68r43O+twR3LezQUmsjg9GAPrk0uHbcPNbGE8unj6Rg+li/HFLhQLtd2LPyd63vXsXfEQrZ06uK1q3Ku29Jmu2cfgeuIf750XbIFRswsUS7y4fWbAGWtb+9K2Q7N5Jizn8/y3L5TMSctxaIYeVEUxoWezaY2D7if1UhPbbXVVltttdVWW2211Xaq7V3n9PgFDcAgCODK5XWv06KZvuLUhJb7rRyFivtix9Tjr8gt24p7IS9Q0RhVpVLuhSsKUzdTXkuFuFTcC+UJBSpdrcJx8LYiLRVFWlGicG4hGr7yqSv+KArtHIq2vHJTIvF/9Jqofn380XN46oIUc4sXnqccruJZmOSqFlDV/M2oiiBMKCP6/E3J4709khX8By+Kktf59fbCivr9EOkRSejSVwU3A8vt13e0LFldlqU5gqJycxZ6u7Mj6jm379w2pC3pSGRvNpVtNUoxTTMUjPqutzUSykgKIzJR7AwVPDOgUhDPpe83L8qFgrhyjiZVtxqNDE1KA+0PJ8v7Qa6103sJLUaCzp07x2ukQlyDbSKsuo+KS1PxwPT56L1VxUjVXxfar+Yea1FhHtfaX1gVf9X2rsdNqXaUzmfIqWSzUO+0tndo1gfNxEdUPjilStCtF76KnLK8Ki/qTS0otL9Lp8pUjG7rZ0DFN19af68KXs6r1GrLrqOham2h9IUBVYJcMEGT3J24IX3W4b5EFPOJRDwDePN/ReoN02lQjrUIK/9TPqMW3VWIwGMBldF+tkKlACDPw4q7w0+Tp2bQf547yv9XMtun2zxKXyBjP9HvJugTpbCnSR5eMb4FADjc2cFsJO9vOlPlPkVdiHQ3I7QbKv3N/kCV1cbyng9O5uiRe/PIpqDWj2xL3/bfPbPB62mAgB+ymcpki2/P+NKiODIO5lZXUKQjnuPcWtM4N8o50/taLHqqU5kB+T8l20/Gz+HxBHf2yQEdVsWoF5/BlfM9bK0zSs8xZ0gEap4W9nlM1H9rU/y7nDH6rwVJEQKlbJOOpY3fOZHf7k44x/GllfaIg4WslFNt3niI8tcqq3wZfXHufuiBblP1FfdkBt2zh6s43PYl/7XIzdaCy6Uq8crZDw8PuUuAmJwxHStDZnbERQ9ZJn4wOZB+tNMbyH5EX/LdGe5m0n/OJzq2Ui2wJdyv+dCjnVJ2/fo1AEC0K8dLEmljre1tKKU9H7IPZ7/eJT947eKjGLNQut6jllnpJR3eQ/UOVDk0CqusFXArnVv5srTt7mc10lNbbbXVVltttdVWW221nWp715Ge0ntTyHEutJWsRrs04KfKVYFziIwnYwfhh9ZmsEVipbJlmup6Zm/7BSvIyiKao9myug1M/U05OZWev4mlKQ+pLK3op/IPFDGye/aloS4mgW5KE4wQBVXO7rW7kh/5r7/0TQDAbUbmbx6d4H/fl5XwZl9W1nGsiIA+F2/Xoc9FUQhVats5GOI/ffMVAMC3bopqzpmBFJD6zOMS4Y/CyNToSp+9b6gSymMKUEV8DZ1YRHiwrGRWqM/Qr0YjiY4cH5+gx9ogmi9+wNxbfWdhFKJDrlZM1HDveLh0vF6radr8GWt9aJSzxZo4aTbHlOfQ4qAp33m31TT/Hk1Yp4H3PJmIf926edMQntFjcv5OR/J5y5bmjQdWnyUMWE+H+eum1FbmS0UkZVtVc1t+lli4EkVzzX/DyLbLqMCkSNqcSnhZkVsktpE0lhVzanvbpoh4rH0po9GFilxlJXZfkn5pcFG4NFoAVPtL55rwkSDSeSJRdR9J1DHQuixlaRFBH1M1SLtfF9t7bDJamQykBoUqIE7GI0wnyp8jwsNov7bPdiNCO2TEeioR0SSQKKZvbfP2QjiqrDnjj/GTz0T4o9rxK4dHeTvk6xSB1U2ZE+mZZbJtqsVJvbMxr8A9afqnz5zwYLTQ5ka/hV5PChaGsfRZLqD62eyEnzNDN7Q/0HFeeQSdJDTu5d6R9KVXd+Vzb6K1bDyY2IDrh+IfY6I4n3x8AAA4s9kxbldDi4TTl0y3syyhE4oR94+0lk8rsX8rb0cnV+t9ub84itFq0ud7stHJSHzwuavik8/tTHCdmRZa20n99uVQ7uvO0RQfe1Su2+YS5pPycTLJQHoPzozYT55IJke7JI8pbMAVwhOdE1EbsqbQnBkdEczNpZbR+6ZLVcilShkw6vU9z6AqrRxUX/FT/TbE6k/3O6M+a7/C7bkH+Vn6Tj7aDfHb2eQETXJvSmZDxOw7w/UGooxqb6M9noyORj58MCxQkhNzdCw8m5TzjWMVWS0D4w3FR0cAgEZD5qFoybnjTgsp60C5juzf7cg5znVkTNh5/RBXbwmy+4Of+gFeKzMAbH6+dLdvyVbVdhft3ZesRjUQBc7dI3VrRdeN/OqrDk+dj9uoWEDhy4okpjDgymIKQUDZasBbQcdV0YIQWqFYO5OqsrY2gvAeAqvV7VyQzUvC5cWOfu/h70mhgwkHVAX1RoQTf/OrQgA74SDeJ6l952SCF27JguiHuPixxrkog6yS4JycZuxJn39NyMj/+flruHkgg4xKgH/oslTG7rdbfC6Bpa1EkT/1k0nvPbIsq9bNYSVkoCR+73URpItbWNXvjGlAU6bW5CTklWWB+YxEe3YqI07WNGuwGSdQz5ozbWvIAbbNwfhMv4HjCeWwTQBBtmkxVacZhwgDWcAkXPRo6s5mv20pc1UtYDnngEVKyyzF69euAgAuPfIIAKDDSUqbqXmtZgiEGgzg8zAhEfXFcKG4pP5WVR/X510uj9lVkUtdPMEj5b3OSYZM+QwLpsVEQWhph0EU3VMBu7a3Z/r8Wh3pX4JMfNUEJMI25rn42PEtCZisXboi23pOXF0HqbsIAChLGRTLOX2mUL/MMWZgwIWaIib+nM7mCBMZpPtra7IN3/fxkcgYT8cTi5YFhfbNPAe3bcdtxPSXdnoMAIiZojQKNfUsQOwk4FM6ph9ZettigGw5bVSFOrJSi6Z6pKlsM0+XFz3zTPv6hbIG74MokoNDHAWW1jXoJCas4rjoQUz/4LOfTFMMJ+IH+qxzjl+Tmc4Op7YAefEOJ/Acs084lxvmVVBpj8q9w9fE3zQIdf7MGpoUPui0xWdUIGHOcwZxhIivan+kcudyrqQRWSFILQqtKZ8q9T9YX7MipEdcfL26I2PEf74q7eXaqDBRl/W+TB7X2gwAsfTB16+PAAa5HtmUtrF/wlS+iS5agG5TrvvMkex3fFMmsOuFnMsFfYDtd0rd4UmqEsALaVX8dxK690Vq0GLy2mLbdFWUW7/gL76KgK9KVd8jSfBG5/X3pLdZsF1l/71HyXliNpN+TNdTx4eyiJns38ag/+TSfijFP8KwAcfFSZTIwiNIOQdh2i/KAi3u112Xtjn37KspOpBdvwt3wkWPloxg2nOsgjH9PiIKdnQj6VdbTI3vBRIAm6wnuHBJAwiasvbdeZl/kxDS+8GHa6utttpqq6222mqrrbb3sb3rSI8LQiPF+9IbIrPA9+JHlT6UMp0ljDRCvLyPpIMtr7Q1SmnE6iCo0B9NSdJCnypDDI9DEhP1wZwh2XIxEu1WyGUhlMhaFUf0St5WwrveXhDAaXqPFm1UMIoRhKwo8PVXrgMA7nA1fensOT4DiRTt7B/gj14TWPDipkRAOy251pzX02rEFcmNUOTXXhbS2Vdffg0AMJzN0aQ08sXtdQDAk5fO8p41ZcnZ83VBcOoJ4t6XSNMUEf0tCoMFNHC5YKciP3lRoYOadrV3VyJre3sSgZnN5hgxmrLZkyie+qQWWgwWpK+jWNPc5O+LGxJxP7PexiEjc4oGNWO9jpTHDdCnPziifEdMjVzvtqriXZaSR6Iw0aDheAK/wyKBLFj65FPP8Akp9O4rZJXPQ3OfVMAjcEBuhSa12GvVJuUSvBEuKwGD5fabZhmmU4ouMGKvKGzE+4ujyNqHW3hntb0z03622SbSY0g5U8cKIPfiYxOi5wHJp9vPfAgAMBqPcbB7BABIC/lU1FzJtT4IkTNVLW4t++V8OkNM9OaIfetsKMeZUWAhjJtoJNKH+WIZSe3k0hajdIZAU6Zb0l+Wgfo+/TDqwzsi/fQpr2IdGoVcKDlQqkS1FgJkoeB8PrF0EIKTJvWbZ/wsS0N3vc9x2nOGg8ChmUQ4y8hxrx0hIwKuxP+Q6W05H9p4kuLmkfjF0XhZMGOdaVhrzQC7J5oCJ7+tsUDnPvuktaK0fnJMIYRrRER+71XJlnjq4ho++LREo3t8Me2W+Jci7eVC3H6DKOF4TmnfaYpOU/y5RcRoOpVrbzFjot/r2Fzm5ZuSzvb7RHhuUtCm0Qit5MT2GUHWn2DmBe7ImL07OcbOkTy7tVj2O+b9HE7leqYFkLKd3eW2t16X8ejKRMSQgr4zpGc2WS7DoeNJ4HyV2l4WbxJDPx3mUPkSZ3wrvy+LFATe3YPMLO4NLKML/p5tq2/cagaGW94iQCX4oX1dnIh/JeyrQjh4zjM8/T1mlgaiGOPjXR5M+tO19U35CSrOVMIxrbRL4YEm58pTimMkSQvBgGmg2h8PifwowyQE+m2iSqFcYwq5rinEJ4+mB9hhSQRL8X+D1LS3Zm887tdIT2211VZbbbXVVltttdV2qu3dRXqcgwuCpcKD1YJ2MZOyigo/d2MHr+5J/u0HKNH8zEX5RFhxAyzd0vhnGkXmuZZQpWVhBCVzf+XV2/j2jkRgPn5JyK1nn77AbSspXSOymQSvkl0dcs9Io4kT8JSMQCNcIMbp/qGSBuVzNp3huesSjekyyqrRo8ef/SgA4NJ0jj/8wy8CAH79a1I0cMAVe0jkZtDrotWQ6NM1ksVeeFlEC1JGAlpJA2t9iXw++5hwNwZdJSOrqKtfkAl/H5gXDlYOlfcODVWoBA3ATy0+68zXlF9zeCBRxLt75B5Mp5bHrsIDWqxrRpnUyHl0mBM7mWVL206tKGOCnLwh/QxIDs8ZSWw3G2gy+j1XGV5eXxI5ZLkS/ok2MgI9Syvp65w+fEDE6vBAEKu1dUEE2+0uYvKMwpB8nRXZdBcEhgatFjB1fqE9mriIWKn8CEZ9Z7MZsnTG7ckvI1dJEbEwjBAoihrUSM+DsrhFzmBA1Jv+iCg0Lk3GiPdoR3wlbso+vcc/gvnOtwEAw0NpB8pdjDsSfWz2N9Dsyr8N/dYoahAiIwo0pP/lUxKxeX2udMgY0VROWTiSfPcmI9mu2UTAqKPXsgiKXKnPxAOULNaoXJ6S6IMP9TOqxGm03w9VoINtsRyjnJNfklNkg7wQlWwufdW+fFGeel5PGDj0OgkSDrqdVmJtfM4izq1U3tXBjasAgOFwikMS/XdJ7qdWAFqUO19LHKZaRJsB4qEWFfWK1HuT6Fdkfkju7k1mdrzw+j6eeEzG/A45i33yjw5P2EeXfoHDyT6IqHWeFhh7krVb8luT/VKrKcdJmg3sH4lffPO6zDNuEaFZYxHHZuhxTNR0f/8IAHCnKce71BL/3eiMsZGwYGlbnkNBf+235XruDHOkfC57FGR4+SVpm5+4/S0AQLsdA+TplVqAlfOMjIhrWpYLxa3D942QgXfVeORXABlnZUgWOebLmQqrGI/HIp5zf3MuWICYdIzUw1RHVh8MYs1Ckt+a5OPCexTk6Tid5LIfiuMIjYRiR6n0o42m+FXC77NsjEz72Ln4qYoqxfTBmXOYc5uAfXeDvyX0d5/NkRGV0gmTcok9Rbti51ByvrQ6Z36n9mYuWiM9tdVWW2211VZbbbXVVtuptneZ0yOIwWK6onElNHeRq9bb+xKp+80/fhkHLJ75yo5ECrss2nhxa90OpOtgLeTljLejn954B7rt0VhWw7/zDUE/nrt511abxXnJ7w2pdVlYcmVRyeEFy8cLwhAR5fbKQlavymfQ9WXhRbpzyfQZ8PpG0xQnM5UgltVzwMjW5rZIw5b7+yaNfEC5ybArz6NLhbe9WYm25og2id7wHA0q5Dz62BO4cF7Ulc4PKCXLVXlMdCoKnBWvdD5fyHc9peZErcmQm6KwqKT35IxYlDe0v9XXUqI3wyGlqk+oZDVPDbG7M5LvTk5GPIe87+1+1xSn7uzLNsf00w1GA2fzDJtdeccznmtCpGjOKGGvFWNOZCRglLrbUK5XhIKRTt1PJWApPITce+O87d8V1HGPRVYvPfKoHDcIrEBpGLIo6Kp6jQsW+HWqjLgiUeO9hdM8C6Bq4dG5oVtzaBuKGZFKqOoVLfAtKtU4d4+Szmm1wqMqHrzQvyYalX4Lx7hfk9bvwpYWiWPfBkYYc2f9XMnc77SQsx1dFe4g4g46RJJP9nZ4RPZ3RKQbzbZxsVSZSGXenfeWl668HyuAqoj9fIaskD4wYsS7MZU2EzDB3McNgH1gmlK9KlL/YfHUsI3S+mnt9yn1ioSXXqGJhvJyOIiZIx+XLYRz2d5N5T58Ju3cl1W8N+RzKHxx6nmSYRhgY9BGtoB+aKR8TgXLxpFElXevSz8zmWT2jB5Zk+d5piv7b3bks9+MsKcoo6pdkj91dyw+0W2EWCMyov1bt8F3R+TtxsEQ+wey/ZVLkjHR6bCfieXd5bk3VdWSPtkgchTGERrxskJqj/31Wl9RzBDX78q85i75lTrxafHCGs6Bh8QRldRu3hUfeuKDn5Tjdee4uKZKnES81mV/AjZY25/h1V0qsrG46rXbcpy9FwV5feTcGYBjhGNSxxY5zFrSYjTPrGhro5m8LxQxvVvm7ayqBq9+OuewOimqmvPC928yHt3/CMsZUACME679J5sUTnQe2OojjsTnYo75OlY22z0UHGN5GMRt2Vb7vtLlCMC+dsb5MzMutO9rxAECUNmNv8W8Hp3HFvMpPMcFOOUbyW+aRdNsrqHPDKV3KzPj9HtwbbXVVltttdVWW2211fa+tu9BnR5vK+dgIRprQV+uQr/yqig6HE9naFJF64RqKF/89usAgL+wTjQmDC3v0mqBrGRQenj77YBRlv/v118CALxwU9QsGlGEiBGh82tU19Jcbkb2TcscqHguVjjNVWptK9EAQ5DKEs4pgqIqFSZDBwDYG02QUxmoyTzJqCGr6uFIok63bt7AjLr9DarG3L4h0dWzF6iOFCU4OZHIUsxnGJMHoeoejTjBo1ceBQA8dk6QonyPUVrNeS8LK9oqNTJOP9QTBrEhE0VRIOfzihf4I0AV1ZAaT/JcVGXsmM9elYOyNDNlt8lYtumSU7NF1HKj28QdFtkbE4WZcf+7hxKhXu8k2GBE7s7BcoSvweubpQWm5F5s9uQaz61LxN454NZdiaqeUAVurS1+oQXOfFnAs72csPjYyy9KzagLVx6Ta94+Y6iL8hysro4inEFg6KIzNUC/tI33VR2rXGsQaPHVvKr7owXWGmwLMflqpuroA6hvFlhQeTzFluUFdo6PrWBrmuaGPq6Rm6CqUopMeO9RKIqpXZj2U9qPlt6Q5HHJmjVhk/sT1ZtNENFHPZHjPJF+c04+xcmrryBm7Z4GVYZS8tBUpSfPcmRab4qR5ymRniiKrU+1vlVrO2v79FU9iiCvlLYAIGMB1ARVsccykrYWMrwdqGoRQpREszI+kJD3Dn6GZWhokoVKdQxjEZe4ESBpkj/XlnOkFl1l+3ILhaLLrKrZdkotDAMMeh2MtQCiczbG5UQHS1VtowrUfJ6jQ5jhQl+e9YUNRefI1wkC9NviT/vjuR0bACKnKEpkRVEP6a8t7t/STA5f4Pah9IWXifRokUQr0ee9ZTzEge4nv/nSVaqEWN6m3VVOXIg7hyM+D/mN3T8Svv9RmltNuB7vfTxlfTL2m91uC+e35LcO5ezUv5rcZqsb4+6JHDzjdR0OmTHzTRnfLz5z0fg6ZcrC1eRo9hqKWmWGZsXtpvEzT7vZ/HGxTo+/9zv93tBn2599gk0EF/ZbUWhzS3Ng/b9f/k2VJxeQNkV8SvbHZ8+K6m6j00WrLXVwZrsyV4560uc1ew149n9Hh1TILIl0K085iuAcx9acKBA5QVWtIqDBDADlEyvapcqX+XSGlNzGCY+dUeFyPZbjpuMRbrwq8/DyB34Eb9/ejCl1r73rix6/cHHO3etcB0wFuk4SX7eRWIc1Z+N9iWluX+PC6MLmOqbacfJw7YbcWo+TuSSMcMTO9D99S4j/37wu6RZNNvRuu2VpPtss+KlU/tIWT4FJODotxOgrApZCjj6sJhjyDx2pPbwSy60Iky6I5BxX7x4i1ckfUzpCbvvCN77K5zRETMgynWvxSznO/q6kB0zTzKSQlcCpE08VTTjc38XOqy8AAD669Qk5DicXJUmOCJ0R0KLo9Fdlds4hDCM4JTyXhU0qo4jS0uxwQiVBu8BSsqYTGTxHXKBqVffUV+ls21y0PEF58CcfkbTFk+EJjueaKibn14n/kAN24YF2SxcbrAjOlE89152jERr0jzNc7PS5DTwwYpFUDQRoG2tzEG0GEW4fyvvfP5AF0je/KQTYi49J4bMLFx9BQyuMWye98izhqvQ2BZatSfD5LhRcK0yOU9uIbBvHCZoUeNBzaippYAVjvbWBslgemE6rTWdTfPNb30Caqs9EaHAx2KOP9Hvy/jXFwXsgzapiyQAQRjqBp/R5Xtgx5ww2gam2jhLsDhG8ToKYfuu4sCkZ2JlPc5R3GVSikEBGkQGnC93ZxNLzNIXNlSxK6SJL/XQ8hy66dKIRxgk826dt05dBv1Ap99Kj4MLM+WXJ81wlq0sHrQ+tOUbMDEKuz6nwlk6ihSo1BdrS9oIIEceBhAv1VpPpzrxnOIeSPp7n8XddkO+9bmEQoNdtI2PK2WQ2QTwXv2zzWTn6rU6s4wBYa2ifIQ87ZXRHxUuiJMSA8tGz29K3bjFNu0n/D4MAEy6otM9RsYNBtxrXdrjo0TE7ou8knBNkuYMuTTUgYGT2soROp9QbIu7XbDa5T4ljCjN0KE7QmKi4jBw5LUoMWYj8jKUzS79/9cUvyTW3Ygz6UsKiVPl4jvMZ22wzDnCJC8Sj6XLB0ZdelfnTh1+8hq2LssBTv7eAUiLHCbAwOY+b1j+cZnMeS8H4qtilVivnn0uLn+WUbStgr9QF660Wp+fLz9It0DR0PwsQ2tDpTVRL5426cB2xbaXpHBmkjw25IBkxtbgsJwi77BsLirU4DYgzIOFL003wHGNzLla0jEnc6KDgRbV6Aj4U9EUVNg+DCOCCPaGwTZuBs57jvGH9DJ54+lk577sU+Dn9HlxbbbXVVltttdVWW221va/tTZGe69ev46/9tb+GnZ0dOOfw+c9/Hj/7sz+Lg4MD/JW/8ldw9epVPProo/i1X/s1rFPK9o2sdAsrXV+tfpUo/jrTbjRdp9NqV6tnRrxHjHj/7vNSwHNjY4LWmqxeQ0JrgZNIRY/Si90kxNXXBRm6evdIDsjVdL8jKRnrgwEaTHlIKPeb85wW4nHOoh0qX2yy2L5CfxZuUXeU6wqcFZfS4naOK/bxRK75pZt3kTFyk5D4rtHag2NBwtLZuJL/4/NRQremV03T1BAKRcA0ot9ipGwymVhqUXosxSgLIjwWQceCQEQQAu/BtKEH66cOQRhVMujwhuLkTJ9R/zAycxDac9zdlcj2bUa49/bEp5M4xsWzIov6iacuAwA+8KSISEQUFvjm8VEVNNIUG6KGmqbUbTcQ8fwMFiPh+2wspH10mKLQJyFX39rV2/u4s3dg9wosID5ODri92UPutKipRN937oigwYsvPAcA+MhHP461wQBAJXqxgNnbh8l8q6aspbVVIiN+QcYeqHxao1iNRstSPWPee1WsWP20tPYavIfJ4Q/SV/Msx97tPYvoxUkTPufzoAz5ZKJyvyqRH1oaoqbYhpFK8WplOWgg0V5G0BsAAMryZdnENVA2JGLnQ3k3pSLd3LXwITzJ3+S9IiZiZJkfvqyEQvTGTCwmsGi2+YumMLuF/klTkRipLpRMy8PNfAE3l36xVRDB5nOas1jpLE2RMZVU01czCoO4qCqcF4baN8s5FVkLQm1LCxkNOlZwXApdFe9VJNfQn/eYPUg/DcIA7W4bo2MtQJohLzWVlUgexy9NW+00QvQoWDCaKRJcSQkDwDwrsNZWgQ2xGVEcfS8ewCzVMZeIEZ95m0IXLogwz6tCyECVQtei6EGae5PMroZ5prYHVTJtojL+0bLQxSzNMGMaWY+oe5PFx28dccwNgAknP7NEtl1vMWWZKGhvvYUOv9vbZzoo2/iYZQ58EGKzT5SRc6ATktIPTmT+9Nq3dzBoxrxntq1I2w3RLe/sXjMXLWXqvFfsQc9RRV66Qm5Uvtq+W8mo8t4jXExjA3APrONWy5beS8GAX9hNTx+ov1d9nfYhoQkayDZntqW8ynw8wj4pHOc3JIOk0ZU+zrViOGZBDS7InDlhGyspGR8ihSso3c8+V8eXQIs1ByFyIpCOqE2kGRgm8OWQsRxMY0Ckx0n/rEJaIxdgxAysSuTlrZhf+XzrfvmmSE8URfjH//gf47nnnsOXvvQl/It/8S/w3HPP4ed//ufxoz/6o3jppZfwoz/6o/j5n//5t3HBtdX2YK3209oeFqt9tbaHwWo/re1hsNpPa3s79qZIz/nz53H+vKwWe70ePvCBD+DmzZv49V//dfzu7/4uAOCnf/qn8bnPfQ6/8Au/8KYnXKixxJXucuRmQoRDi3I24sTy9GNGNyYpiz0yIrN3dIQ+oRgtkKTk790jEgbjGFNKX2uOuBZvbHOfRrONfsAonhL+dcXNa3BBAE3h1nT2xZJKloN5T3EpJXo7y31UHoMSem/uHcnn4RAl76fg89jfE9RAc+XbjZZFpMpSts0Y9p/nmpguecSLN0JwCTPuCxcgZ36/K+SZRU6jV1WhRz1OVpb3RCzeC/Yg/dQ5EgadEpy9kaYV8VFkpJJsDgwZ03eWswDoBz/4IQDApz70GC6foWABhTJiyDO/9pKQ+aKkUYlOqIw0j6siBRtrXXsHigSqn47J1Wk2YsQMS/bIpZhn8tuNvUMcjySyaLyacvmddzot/G8++XEAwB+/IMTXP/6GcL++/dzzAICXX/42zl8QpGpVDn7haRrPqKSfK9+mihqWFe/HAmxsh5Hm57ctNz4whEf3V05PYMiQ9+/FmKTYg/TVIAjR6a6bH7owMH6IIskaxc214F4AhIwOsutAqDwGdm5RHBpvQgvQln3J/58rqaUMkUdEeDiUaJ+mkr5BswUDMvjelfdjUfuiMG6atqFqaPLWd6rIgaHm6nNFYZ2x5sKrUENmKEwbZSn+n+9KiYKIUsKjsdzXeDS1tmsFRyP9m5wQVwmWhHwOnTbFEhIVvanQGyu4V0FY/LsK65a4Nwr8XrAH66cB2u0WOsxY8JlHi0Wwm0SwPSPHcy3UHDj0OuJ71BfCeCLvIVWEJnQY9KRfuLAun68fSN/WLhm5jluYqew5x8gWj9dh0dJRCkxm2m8rV7cSXQAE+YlDldTXwtE8XidEm0UZ9W1q/6uI3nQ2xXhKTij7sO0ux/4h2413mNNn7lJ44Eyb3CByjJ6+OEDBtjRicVUtZF3wPvtrLbTJZ+6pNPiuCkTIPdzZHWJ6wnGAigqeqJb2C7mDFTmdu2hprvNesQc7R/Usyl4hK4GNScvowgKIs/DXSkte1i7QAy39Y/HPqoTLCnKkiKJstHQKnZu0yHkNgwCTsfDb0lzeuaN/dXoXEDcq+X0A8LmIxgSU/Xf5yOa7UYP9u47dNr8FglX+JX9Lel3uE2E2lcykkqJOnXVmhGgpAOfQSrSd4G2YW/l86/a2hAyuXr2Kr371q/jsZz+LnZ0dc7Rz585hZ2fnvvt84QtfwBe+8AUAwHAyf9sXWFttb9e+Wz89Pj5+1661tve3fbe+elL7am3vgn23frrP9K3aavuTtO/WT2cUgqjt9NpbXvSMRiP85E/+JP7pP/2n6Pf7S785575jYaHPf/7z+PznPw8AePzsZqViBimoZ6o1mp9tShLKEaiKiiZEZFpN6UAzRhXT+RwHVKdImNM9Y8QOFl0uEKzEKda6ch89Fs/LixzbA0bt4gqZARa4Gw6AKkwZiKIR1MAilhXiU0n3yvECwPHauIpXFOV1qtINJzMkjFBubggyoLLH335dlNl6nZ7dW0TZ4JzoTZEuKIx5Fqi086vKHSO7jS58wcga0a3SayRdrCzLipvk34uxnsoehJ8+/dRTALzxG8IQ9/BQFC0sKfdYlt4QPFXK++Ef/AEAwI98/0cBAJ1GAKeICpGM6ZHwqA6PJNqSpynWqdpzZVuufzgVlE+j2FlRRUe7bXn3o7HmhCsqFKOwYmN852zu01luBfQUrWxpKNXu06Mby7V+5mPPyDkoXf3ca7cAAL/727+Nxx5/Qq71sce53zJiE8pF8blotGjZh4IghOoiFaWqcJGjRHSn1WoZl0c9857oeOngQj5fH77d0NG7bg/CV5946hlkRWEor4er5E6xHDW0grpRiJD9W6JcE0UpFyJ54DbKbUhaVNdiTniRN2z73C9HyZFQ6a3RRKaRxQUUTn6soql2zZozrohNnhkfxrC7FZ6kLz2g6nP0NW2fhrAnCQKi5E7LELSl31cORZYDpfovI+mFRvsZQS/LHIUi7AwBT6lup20yDANTZlMFPOUGLfECdOzzDu8kYvlu2YPw009+8Dza7TYGA3nmPvdo8fl31wYAYPzTMVHoViNGh9wX5SqeUJZaF1FhHNic4WOX5Xg3DmWbY76X+TjDiHNZnQOc62lfJN/fPErRDGX7zIotEiGhf4ShM9S9IAqvaGoUBobsaJ+q22okfDScYJfqbWAh2z5VPDdaEmW/PfKGvhdaMoLKtFfOCTJ5fr2JWzsSQd87Ik+N/ffGQPrLTr+Fbk/a4GSqMu6ybU5fHo4zDFM59uZl4Zo+zvGkf1bayNbdBoa85q0zXctCeC/ag/DTM2sdRPkMZaKIhK94easFQw2NcfcqvPHPwOa1rqK7rpzfL32x/Ou9l7yQ36AZIJwrjommnDnzBBobwtdRdX1TJIxCBDqHIQrk+RnmEztnwDkl2FcqSj8fyhw1andt3hoS9Qw7bZ5Mvu+sb9ntzA95Lqq350RMk1aCJ5+W+YXOD96aMVNBlY99ipA8oQBvfJy3pN6WZRl+8id/En/1r/5V/MW/+BcBiCb47dsyAb99+zbOnDnzNi64ttoevNV+WtvDYrWv1vYwWO2ntT0MVvtpbW/V3hTp8d7jZ37mZ/CBD3wAf/tv/237/s//+T+PX/qlX8LP/dzP4Zd+6ZfwEz/xE29+Nseoo+Y5L3B6NGI4s5xqubRWs4lWW3IEj4cSDW9zRam1POazifFYprMJj8PVJ9WEiqJEQc5KK1ZejPwWcYU5zTMryqU5jaYQFVTqa7D6Doz+uQrFUT06zdktC42y8BEEwYIe+XLkc0ili1mWIeN3h0PJzdSI1JTHmw+PkfHfoaFL4DUyApAkmM00IlVF8AGgSaWNdruLzbX+0r16q+EB7lvcm2v6HrMH6qc0vdUwCuC0gKEhPVpbqeDfBebMcZ0yN31z+xwPwEJvpUc6owIPk8pnzL31ylsLqhxwrd0QWvSaEbrp3NT8WvTX3QOJ8mj9nrQo0Oe/laczY1HIeZpaATxVJlpnxDFh3njoqsjrmcvC2/nYRz4AALi9L1HGV155BS+9+G0AwPa21BtKVJnLCpBW3Br1y3AFDQ0Ct4DBMiLFNtoiHylJElOOqRQR/dLfBcqKQ/fedFMAD9ZXi6LAcDS2gs/OBRZprlBq+VQ0J8wjhAUjmdFyP1csvLfqMVMlSAvREk33RYZwKL6QBUR2ugPZh5zMPI4QqNoe6wRBi9UafydAQeRT+5eAbabIMnvBFqELF/g+kO44ViUjRb+JWsda3DkILTnfXX5aviOnx5PrUJQAxQuN/xSquqFyIvPMVIuMN0Su6CxWZLgqlp1pv0tEILAIpTe0vcizqpjve8gepJ8GQYBGp4uuPrssR0vfjXIOdazTQsuN2DI+CKxgjTV5bh+oalmO/bH0wc8+KlkRP/ohmdz+1nOCkGdFjj45bM1YDqTlf24eqOpZiS5PcrB/CADY3pR5RxRV42vM/YtimYfQbESGDDlDTcWn5+OhHVe5k3vH9BlmCpxbk7aRZXNQiA19nuupLRmrP3RJ/PXwaISrt48AALvHsvHFLfaTfF5RFKHd1vpA4LUSleU1jKY5UhbjXT8jSE+8JmjZ9lk518WLfcxYa6Xf2UKj+T2oZ/8m9iD91PkScTbEPCYkgaAaU1YwAsvwcaXNDyrRt2VYxy8gRn4Vgcfy5+KxS1UjVcQ6qOZy6nvKL06aFa+9w3lvh5y4kNcXuML4ssik30N6wgORmxM3zE/1lgst+qy1xeYzuJj8+aG0l/VtSSXUrKQgCtAZCOI0vSVt+4DcdH9e2uroeA/f+saXAQDbVJ+Lwjf3MW/rBs6HMUHTL6sqfyd706N/8YtfxC//8i/jIx/5CD7+8Y8DAP7BP/gH+Lmf+zn85b/8l/GLv/iLuHLlCn7t137tTS/UQYhYlVRpNWEZTSuSNQBMmWI16Pexsa7FlLjIYceZMi0rdM6K6004qawqu2sqmbPCSlM6zZQw9rrC0Q7oNFYeiU4CNKUtSMx5bSFj6SMV1c0mdoTc7DjOVRqW2gjotFOTl/Ym03r3SCaz3d4a74eV1/OJOUfEgnwNPoOWTjLCGKMxJyUmekDiJScu3W4bXVaM1m2s0rjXoma5EcTfq/Yg/VSsIgwGzsFRkrkqoklCq72zEmNWkd+5KylrR5SNbClSXsxx+5akYT795BUAQDKR96sk7SQMrOvLdYHFd3bCFLbdoyEuUhBB28+UHY1KV+ceOLsl2ww5KTs8qSZ3XaaNPHZGFrxnmdZpa9qyhKcPN5kGeu68TCY+9KwUJ/13/+nL+A+/+e/lt3PS4T32xFMAKqjah2HVlZu8t06sSXaHQ2niwpRUZ1pbgylDUiWanZpmCPnl48i1L3/3XrQH6avee2RpilA7+qBKqdDPqsgu30ngK4loTrpCTuIi9kXel+ZcKsMfBEwL0wlBegfRlKkRbAfznO+4Iz4TtNpWdBK2MNH+c+Ed6czMukYdpJ0FBEwUwIry8Vxw1UJYSedcYIVst0EUWN5RuCaDa0y53v6Uk8Dm0BY0udeAFI+rC6/SSuxirottTkw07c0vXKsVZbA8k8KOl1vpgvJtyrW+O/ZA+9QgRNjpIBppGm+OjEGYiAIrljao6bhliYQEe2Ymossgz9k1eV53j2c44CrhxWsyd7h0TnzvJz4ugZjr+xPcoriBFuVt0QfPrsm5TuLcjnPj5hEAkcwGgJz+P8s8QhWX0QWO9pFJCOe0v5ZrHTMt7O4dKeb7+o0D9JiG9sgF6W+PZiwXwdf/+HrDFtrbPWlvz16QxdecYgXP3xliyGttN3XMl+tImbrWcTLbAoBuV86lNIHZhAHitLDSIG0t/NzWYCjbRq9jKZoxWhYgfi/ZA/VTX8JlUwReuT0L80Gbw+nKRleTIRZWO/Jhg96CAIEtknTT5TafFxlmJ0cAgNGxfM4m4rd9LkY769uYacHk4FUAwLnLMi5HYYefCUIN+nRl8Ro7DXqPkbM4tJ/LQsTpYkcFYwDk7NejJhf+HZmDN5vStkqf2/WPRlw00d+aHbnWIAwt+B/GDMYyPTWloEe/t4EPfejjco3RW19Q2zyb76fl1iyt7c1mqm96lh/+4R+ucrBX7Ld/+7ff8kXWVtufpNV+WtvDYrWv1vYwWO2ntT0MVvtpbW/H3mWs0sGFoeVqOe8t+nbMKPYxU7xaHVmhlkWBnTs3AAA54SuvUXatG9pooKBUr6JBWswp0MJSTv9XpSVMGFkaElb32QyB25J/K0Gq0CgpI4hBaSgO7FxiURgZSbvi2i5Dl0EQWOE8jRgq+btF8lwcRUZMvnpbCkImexItasTVNs2YRdyYJtDv9Xgdzi7vkJGD1FRJCL1rQTgHjAq5njmjYHG0nE7iFiKpZenvwyA/hebsf4BzFuFTs4KuqUQujg73cPOGFL89OJZo5hajzK++dhWAROPmTL+89rr49FZDpW3luEEQWHG79Y5E3XokkB+Q4Hv38ARjojeRFZDVSJNc56DTQpf73d0/AgC8viM+NE/n2OzJsS8whWPAyF7oK6ldjYpq9DBqSSTp4x8RNOeF63dNxvqPv/ZHchzC2YOBoExJlCwgoipoQHnjshL0UPniiM+syYijFtyFWxAFNQJplYoFyDuxqHueL+bBnWrLvV+QyHdVJFIRsJUiyAWq/k1RE1+uDAWBuyeVVfsVFQAog2P4QKPzTCvbkjQZMHLsgtDS0TStQ1GmKt1jAXnSlFLViQ0C629sf5WD9npdMbzl9Okxl9H40gOZknE1FE+/HmyKr7p5ivEdSb/IWUQytwAu093CAJkW1uOxRyowYnmWRZX6omOOktN5TlfkJust7+OUW+CAZguBFq/1U3sWJVHqExZMfv2aoOHtoqwEV4gE3zqUPjDi+243Iky1mCeRkG++Iv3coyT+P3Oui6fPUnqX5+w2tYizPPmvv3KI/3xV+uZv35Iod4+pdFOtABEEaLbkuybLZ4xGlO0NTEMDOVP0h5ST3r0rkfVvXR/ai/7sszLPUFn4o2NNjc6hPd2M9373gGPGXoVWtZmfp2hUZKR2ChBs9S3NLs0164XFs0/kXNtrDYw4pigyH1thVRXESZAyI6ZMq1TZ02plUWI8HKHRYnFOSvKLaZvWvythldX2e88ibPFv7qbprRnRnFvXXsOU8zW1qui09KetfoGAfe3edeErjZkdtXHpUQDsD1UIhv1hTD8r5yNLa8unQ16+tImkTRSnmGN6LG3R0b/3r0q/+PzLMt7fun0H59lv/qkf++9lfyI8ITON4jCweexoIj58+3UpF9BiOqdvOLz6qhxzc1vS6GPe8/1MrzX1nP/ouIPkO+6zam9JyKC22mqrrbbaaqutttpqq+1htXedlVYuSgC6Kvo7ZkEy/U1XiK12C7sHspI9YgRdI8UJyfhxs4nR/Ei+Yy6j5tpOmZs4T1NDaJTQmzHqM5lLhKjpPGIrwqTkX+YJLkq5cqWuKJKSUx288XsKi0YqWVuRp1DV/2w/tTVG9puNBEGhMpkakVIJbZLVwshIiwmj4xqBUBJaOk+REA0KA1lpx8x11+saDY8xnMgKP2e0t+EsFGHPslyQavanPy65TMB3AVaAHpPEPT4SCcdvfuMbeO3167IvfXiNRbqGlJI8LEsMSPAZkwDupvJcmyrnXJRI+I42iMY8SdLf8zfJ7RlNMc+0iK6cq0fSqnKvzm6smXzwKzeEY3T3UM4ZRyG2Bl3uT84D/bPFG82LEgcHRwCAi0osJrdH+ec/9rnvw8v/0/8CAPit3/5dAMCVRx4BADz+pMhQOgfj2ynPQqXAjbuUVz7VJEKg0vMqy1mWpfm1kRg1gkm0bT5PrWhgnuVGujzV5gH4iie5KM2qz3c1v7z0JZyvnqtsQ6Sl0IKfpRXYrA7AaPCmcGLme/sIibB7RXY6ggY6RvuCOLLr8cqT0ffolMcFg2QCRiSdcWFcReJVVDNV8RASZsMI0Urfp2i+IdxxaEKmLuOxNTpO/+wNeih3pK2k5Jk0ebyEz8KVJea8nlQLA/NT5bZ9WRhKFiuqqZLizJ8vZnPkjKCj9DZenV4L4MMEjkhP1GgjicRXQo5RJ+QcqmT11lrDCjRHFLZQzuIRi2qGgcOgTdRlzjGKPJnnb0i/+/zNIS4M5Lz6udkn8V85OZGzMfFbd1kUdE3Osb1BTkxQ8eMs6k/HzdM5VqWMA6Il37wpmOALuzM8NiCSTZGC3pr8PRnL+Lx7mOJoJsc+IPfmkDyIgrDjdiew+ck0I1pA714byDNttxs2vxmeEKkhcjRn+xlOMhwdkefJqWBEIRIdF+I0RXjAUhqzg1OPnpe+xGiaIplTvrm5XgkNrIo46aNYaLqKsq9QDOFcsCBUIL8ek6+98/prAIBsMjFma39NxvwOC/h2OL5jNsSUSE2TYjHUokDOa55Nhgg6sp8VlVe+4XyGkqiL8sZjzqMV1R4f7GN8IMjO5iOC3M+P5Zw3b8oc53f/61ewmcgOj1wWfvLFD0ppDi3aHAQOnijs1/7bVwAAV69JYfOPfO6TctzJEId8DuVb4DUWUOSXHFS9+bdhp72nra222mqrrbbaaqutttre5/auIj0egjCYvGpQRSXb5B+o6tKc0dt0PrMI3ZzRNo3MaZ71fJ5iwAJninqkjPhe58o0CHLLq24xMqfRDFXmCp23yNJyPGdBbjcMDeGxpHLmo5dZagoYlluu6nEapQwcHLkMpt7BKKAq08RhaDLYjXilIKPyIuLIUKCMUUnNI21Q4ns0myPN5ou74+wZUdmaTSX61O31kHP/kMdWhRYfUF3LhaZ8V+b5e1kN+IGY9154A+ZnVeRZI3saIb/x+jUAwNe+/k2MxhIN0ahthz59fCjve/fgBO2zEsFpMNKn8umNQNXOYoDI43gqkcYzG1RgoQrWC9d3MVUOG/2rq1LVjOb1Og3saiSJiE2bEZh+v4c+Eacuc9TXNMddfdk5i7zuc/8ZkcAmlYs+8OyT+Ikf+xEAwL//nd8DALz0/HNyLiI1YVHavWneeaBoo/IuvDcuT4vRK0W7TOkxz43Lp/KZKhE+m2pRwcy4IaUv3x+IpFO+Iv/2vuLfcRvtr0q2XNEaWo5Iar9rqmNlWamm5eoTsm1MvqXrraEcST8S9oSjAKrt6bvyPq5U9hT9tt9UzcgtFFJVhKe6R7ei1laEvLNM78EZKuUZ0VRUMVeEpSwQGXQrH1r4tlS+TjOxYqQ51ZPa7KubbFclgJS8hxzyHGZUGEv1OQdBJTPPaH/IbULmnpdxBJ/L+ZtBCPc2lIseWnMBci3UORlb/xhy/DnaF0ShTyWyfidGxJe2RtT7w09I5Pnbrwjv53CcGrdX+S1aJDScki88K7BHzswei5oe8u/zfb67LDdSzozFQP1iQXLIeK3tJCMPSdH0CB7jMcffpsr/U1G2lOMOM48m1dum5B8pYnX3kKqzLkazLdufp7rgVlf22aXMdeCABu/x8hkWLD2/CQDY2CQvoywrFIpjhGaWNKywaonZTNskx5+ESC37YdfIEFFZN727h/egyOADNQeHJHIoMkFDgjK14reG3tg/+Omr/kv5k4GmhlQQvPW507G861vXrgIAZsz6aHe66FP1sk0Z9zZ9yVGpuPQeDfa/yndttOXvhAWh59MJQqpfzqdEVptaUDq3+vJJS86VUTl2vC8coXQyQpOIX8h5ypUnLwEAXnxR5i9bm108elZ8zlP5M2O2VqwI+AIquHdL5uFrRPeLofjk1sZFfP9nPwegKqOyan5xJOfzjGzp8vZnozXSU1tttdVWW2211VZbbbWdanvXw0veV5G1YIHVMmXutRZ2nHtGF0qH9TNS5PHmsayIlSOQMG+83e5ha1NWnRrVsLo/t0Qlq9XqYD6XqIquGzvMQ28zD/1cq4tmokpDvN5So3fyd7zA9VhFgbwvLS/YarxomEjluYrCIp4m/sF9OkR62kmEdF5FFmXTZRW4NM2tRowiPk89+hgA4EMfk3zJb7/wLXzp9//L0jYNPrONgTzTP/W5H8Gtl15avJxKFUn5QABKRr/KqLg3t/UUWlmUlaIYqnekXK0JtekV6dnZvWsRxx7rHumDjIxDliMjF2dtINGZPhWCNKo+muXGVWt3RQ1lPBcllQ88JlyKaZZbMdJt5nCrX/Q7WjiywLWbkpe70Rfk7wPMz52NZ2gx8hMSacrJNdA6VTkC+21vTyKwYWcAAHj1lVsAgGbrg/jhH/wUAODgUHh3Q+Z/H9+RqNGF/iaKBosOqqqLFqnUqD4cmkSqGkSINIqlfQVKIGXthJQIz5wIjyo2Bi7QupcoEb4v/BSQ/qxQNMQ7U5pUvqQ+wuppo1J288vwhyFA3ptP6nvS9qCqZ2V3DTjP/O1Wj4dhRLGsTu1z5Qtp0WODpeQ4cFU/6ZS7qChQaIo9AX0iVsSPlJgiLwxRL7lNYEWpWV8tTxErGY3n0rYYBKpYFSEjsjBl1DOZMv+d6Os8CHFMrt4+UYsD1sDIiMpnZWGoVMzvIo4rkfKq5hlaWlet2Tz1qlhqWmA4bjSM/5BT0XJ4eASg4s/2Ow30u9IftLWmUkf6DuVqRbePsTck0kufaxIpaudENoPQ2oAi4TvH4jyRIjdF1R31mqxv01DlvZzbhphTZXZGfyi8IpRVrbUx24f2ZedYAy28PQLdAJMJeTpOvthm1DxpVVyclGj+XRaDTtmOGmGAJp/HpQuyX29Ni5MqOuUrRVA+50Yi16pZBkkUWJtWvp1zWqOvKhzsWJ8rS/1pp/TAOUHCEhaWzfMZQOU0hXgqMNrZPlaPR7MalGetQr/pHLOJZE7s7cq4XNKH+wNByTe2tozDU7B+X1ByjKNvNbs9tHqCtqxfekK20Zpk7EOKbF4VUVc1U1U6jkIbh+dEWMecVyfMEOqfv4JsJOP5+EgQ1XAmY/inPy3jfSvKgYJzyU1RXcvIQUO/GkN0fHnmKVF8Hd6+CgCY8Jw3McE3fv+/AgA++P0/BAB49LzMY3Ov6KdHQL/UWlgtkEP6FmvzLNq7vuhxC6kYlQgp0CYk1iAkfHAiHeErN25gc1Mma6sF3EzQIElMyjniAuTurshWqrzp5YtXcOPmVQDVBE+rPbeYNtTpNKtUtxUBA6tIGwY2QFlRREtpC63zMAabpi1p2o0V2KvSTeYcsPdIFivLShBBP5XIWVr6XwotdKcpcIOeTIA3Wbht0G9hTQltfHRtwtZPXpHOshVkllLkudA0SVmtxO68EYO9W5VfOKXmFsUoquJjYy52nn/umwCAmzdFpjoOQyscO2Nntnck2+oAWZalzhcBr0IE0njnJOHuHY9NEnfQF/j55IZ0PI9woLt8bh1ffu51AECH6WkjDpB6+P2TCUaEm7//Y9LhXNmW4z334nWsrcm/WyRIBjml4jnJQBABLCw2OpS2NOAg7uh3r1+9hvOPkMR4Rjru4ZF0jjHTJZouMuJkznQWhee1OYdRhBbhfGt36v86MS4zS2fT1BIli2saCcpqguIL1Zl9H9iCeAFcsPRvAChtAcGvURFBK7WD5U+RkebiRgvbaVE8EvB91AL6XGRr4Kcq4S1/+yoQpd85Fe2wtU+BkoNXUChRVa1KKbKU4eU1E9LZDG6lgGl2JIGChDLrZT63An36HFQ0I+JEsQxDRH3xzdExSwS8fpPXLh/H7RZuZtJ3XuMVHvB5pAv9eVP9Vwui8hycj2M9iNBkWsp0NjNS8ak154AgtolVrwyQzxdWxgBaTRbV5vvp91rodThBo0R/QT9bG0h/cTya4c6R9AujdHmC16Os9GyYW9q6vnuVwp5xYJzlQJ8Bn7MdnUhx4kgtjLIoLS0t1XIVKtJRlMhVRCPT+5H+7tEzcq1b10KMec+zTOXK5b13KLDQ6rTQ5bxmd/dIjs3jPk4J7lY7sQVVl/21XsfwZGTXnnBOpWv9iNt0mQbYbURWEFLbpG28oILiGAiIkginPY7kAWSlR1/pCD5fmO+sBoiqTlNT2mOOcSaIxcUCvLfiuxq00wVOl0H3ZhxawdCQaWAZgy6RFhvtbWLjsQ8CAPobMi8+uisBmsa6/J10BjaPNSGDua2AkbG/mg1FGKxHUGHtgiw2XBggG8r8YLIr/V/GMbzHufL3/+DnEEb0x46M/brAMUGC0sOznTzx4U8DAKYXhV4xHsvcqNneQJfBVA1QTTN5BnPKUiNMLGDVclpAlWMa5yLRYoHYN1kC1elttdVWW2211VZbbbXVVtuptncf6QkiI/477y0FY5MpOFtEK+6S7LV7dITxTP7dV8lcRid0ZXhwsGcFwbo9SQmakqivkGScVNERXzCtgMfTSOQ4zVEw4qgRZw0n5jxXWeQWzazEDlQKdpEYrJKWSmxTMpyrCMLcdsQo1sFoYse9h1hMqUyN+sRhhLzQa5Ntrl29Ks9yQ+7rePcYj12SSPztXZFinXKFPTyW6NON20dIuYp3ba6iM00VIbrkFqK+C0jVaTXnHKIoslTFsiwBRonvMqry5a9IMc5jwrTdTgdJLJGcE6Zd3WUKWsSozWw2txSF45G88x7zHfRdZnmJl2/LOZ56QuSfRzNKMzM6+Pils/ijFwTp2TsWP9d0TksTzQqcoR98/FnxgYNdST2bl8CZs2cBVMVVj0lIP7euqT4hnMq/85p3Xn9V7offB1GMIX02CLWIGts205zyPEfAIHZEJCwlVK9trdXtoMW2WUXzVSKdMquzGTLem6aTakBHSex5USDLiXjlxT3I8Gk0B4fABRZpdM4h1OjzqsKqSkYHzorXeUPUVMClSk0oDPHVk8k2Of2wjOKFZ6yRN70uflvmVR+mQgralyxANnoUS0fT/Yu8Sm/TAnt8/SqukqeF9bMqX353h9FPjnBb25fQYoQ7IILZSqV9JEQYosCh3Zfxo6V+eHQEAJgwK2DcjHDA/vYO/XEWis+NUqZPpzOTEM4L8fUG++/zmpLd6cHxWifwKJlqcmqtKFCeHMMR2W6c6SMmOg0WQBysS+RYC0Fn8wxxT57XPtPKDvYpFsN3eDJOrSjoOpGdRkMFfihCETkrYDrgGAemsGlbScsCVwbSB10WtzABj7SonHo0lXdeoanyKeIJGunWdiPn3yQa+uhGExMiRaMZC0KG7PcZ0e90Ejt2Sf9QtKvd0HmPt3HERIxSOc7eHst6OGBjXZ71mHOpMa99YZKCRqLywkvJr4CmuQWloZXtXstKCJxWK0uPybxAn3PCCDlSnfuFKkZCWxhetMSCprWCfUGHqWiTyQRFKSljivD0mMnRtGL3KRRSDixNl5SHdaIx5x8FcvGL6bEcrzsQ5HnrygfkOEFgaE4Y0U9SZlvkU5Sp3E//vIgTDM5fBgDETZkTTvZvI9A0c83KKJRKwWfgSnTPCrLUGMhcwjOtuix07ivzCADY5HxjN6N/Uqxjc20b3Wfl32fPyXU0Es4FdF6NEiWfi6a32XjDzwwZQhWbepNh/3R7cG211VZbbbXVVltttdX2vrd3X8gAVS7+Ir0nYiRt0JXVZiOSCHoZOCs4qlEVBRtGjISEDti+JLmCZy7LavH2oSAbayNBjvb3doy8e+WKbPPsR58FAJzsyIp5tHfHzmHS0JoPq5KiQVBFUFf4O95XiIjjylSPYxHVIFjIfxcrneaCK6myqAryaXRVZScXithp7mRJJOE2I/lf+co3AADddgcpo06KcrVJkldk4JWrN3C5qznM8qyKXGVeSQaGR6aRpTxfkiI8rRaEob3LoixRlIzmHkmu/wklbSeMnp3bHKDJSOW120JU3GNR3YTRjjQvcGdPuAZxIc+6m2hxUXkvzz79BJDc4nkraVEAyJmHfvHcNp64fAYAsH8sERxFJtNMuQEeH3tWcnQHFFZ44XlBamZZCUeO2MsUYkiYP9vqCCkxjkJDXfJUojMdEmE9I7HNVgvrWyKuEDfIP9qTew7IFUrjAElH2rSjRHBKZEbbfKvVQZSoNDt4H/JcFd3J0swQ0lyRAkXHGIVS+ViATfOU558DIEGn4vSEUvEZQCVRuypPvZiNHkAJojzcAs/GEVJZjq1VXEQXRBaB0+KbgXEXVZYaVqJAA+b6vqzgs3MWsSvJyapQ1tzuI3LL/aZK7RdZhozRy6985csAgNde/gMAwIefEL/0Z34YF56VXPiSRaDVnzTvvAxLk4VXDk7GSHxO4Y+0mWBMjsOJ3mMmUd1pKihEO50a91L5T+d5zvMtIklxhILPIRL8H6fZsjTD3rWb6PZZPPPcWQS99tI2ff7Wa8s7mM7myFKtvCjPajgkmkZfSOcFzqhQAJ14lmkmCRG9qESP3MdeWz77WtB0ovzeHBrDb8aKohT8jWNw4U2gQzk9hb02h2abmRH8cj6Rdx8Tgbq83sArd4gOUm69weLSxvssCkSMdG9tie+OWDrghEVbr+1MLIK+0aueldyzHLfXig1pGnKMmqaKiFeZJg0trMv5haeohLZ6hwIOsn+v17bC7qfVnAPCEBgTkRuseZTMHrAxin6FQLmSDlGk3Fh5D+2OtPNGbwAA2N/dQcDsh/7aBgBgbV1QIOUj5pMjRE1553MifzH5LgklpF1ZIqTwyvaVp+U452TMjsgRzNMcYUOFOjQ7gj55PEZ3U1CjNrnyYUOQJ8dxPe4OAJ6jqXLdnBOGJuYQwhF5j9imnG6rc+DAIWTfrzLurTXh/2TxEQDgtTvP4Y9+54sAgD/3l/53AIBz2zK3KaDz+wQTT1lvv8bvdA2hmSEpppB2kiC27ID72en24Npqq6222mqrrbbaaqvtfW/fE6THL0T4LM+bSMqZAfOskwNuExgfZs7o7zyTVZ9GonvtFs5vU42sJcde7w8AAE1GlW/c3UHCfMTNgfzW4Tn3yBlqRg4NVfIpVSaVEoRESgIAoFSpRlA1ah6GznKzLV/d8hKpgLJQiE/1dTVneGfIvMsSFkXQZ6UqK4ayuEoeseIUyXGPmf8cJC3M58xrporR2oY8p8lI+CbTvR18bFOi9VGgES2eQlWTfKWCd+o1K2kauQZE9nE2FARDo7rrjFJO5vIc13pd49B0iHI896rIpe9Sxa3wVRTyxoFEJW7cFT+/si1Rmg+3Bji7LZGgjO+zwWKIBfPS1/o9fOLZRwEA12/L/sZ9sehkhI88+zhvRnzgZETVsyDCbK4FaakMRKS0Q1QmjkLMGD1MGN0r2H5SxkrCKMJgS6JFm2dl/+l5RlsUxdnaQIu5y6EVJSVSRHSr0WgYkqr3oWqHmpucZZnl6OeKApiMuBbhy6yoabvTsfZx2i1wgSE0JSpiYbCK0TjtU6pftI0HK/Ev7xdU0rDcFyky7ZyzYqJa1FPVgvyCFK5XtbZSZWBlW/W9IAhMetQq5/nqOM44XG7p2IqiFHmO574uCM9Lr7wCAEgpD9tmYd+o2UDI/PTQJGjJu9HIZJ4jUZ9hnnzKoteq4TRuRDhmezhhFLXFKHnMQtCuyODJW9tmO3hkIFHdHpUyi6JEbDLV/tSDklma4ea123j8Ge2TvI1/oOJVsy99jxYknc8yU21Tqe9ug+gz/WVz0Da1tynRvv0TeZ/TXPZpNyJ0iMKc2ZZIsSJreUbF1MJB0Y2dY0b5m3LgHtvGOPOYaRYEqjYAAPMCcPnyd9oWJuQsRaHDBq9jzr48pLS6t30CrG+QlzySbQ/J0xmPc24DXL0j133nSJ7PJjkS3UR5dw6s/oEh99NG3yaPZ73fQbcnbULbsWOBbVBFDGFpWStxp1m1xVNqzjkkUWjjqPMenkhP1UbpA17HwaYVdtcRp9mV9j4dy7vzQYSQGUstqkY2OCfLxzKHaHQGKInORSYIvCLhX6TYuPwkAODiMx8FACQcRwMWrE3THCOq+OXktgcRlSobbQTk7ijCoxz1dCTXOrz7OkrKlAdNbsM+s2SdgLDRtjIFOj83RJ/lTbKpXyg9QLSeiNj6msw5L21dwMZ/L33tgPwnB8p9WzHtBG0nfURkEtXLSE/gQoSe+7kYb5Tm8e4LGSzUuSldRajVcbnPCaPVNimrhVFh5H7ZVvXnJ7M5vvWNbwMAzp8V+EypUGlSLVZahCf3ONGMIyGD71A3/SPn1yppS16QwtdWTR5VZV3TptR0EhdUFcU19cHSRipyl9ohSej/9fmrAIDrh6xnAlhF70ZDGkbKAd5IjkV5D+k346A7nck2rdkMAw62F87JpLS/Jh3qyy98CwCw1oxxQQmk8XKqS2Q5LzACY/A+WPOUpUc6T43AmaYT3L5+FQAwpHDB5hoFN46ko5hlmS3cz5Pgp/LU0XUhVd+4s4OTISdGHGzGU3mHO6+ID6bxNXzyw88AAB5h7YaDHcrm8nhxHOHKRZIH+T4mFKPQiVynleDs1kCOfUPOr7LYG/0OzmxQLrPxqFwzUym0OnNQlmjwfsY6Z9ZJYqE5nw3EbFPNpjyP9Q1pf7HWhWo2TfhAvV8XOCqfHkWRTagzBjamE6YMcfI6n6dVytOKyIe21bV+H5ubcv5ev2+pG6ffFipWFx6Fdqn81H7SiJ4usAHqXglaXWy4Sqpaz6KSpDoYLaYQWs0dXXHpRQSWLnuwJ0GA114SuXefix889tSj2NySFA2rZK6pI0EIr4IqXsUKWCOFi6fR8S6OjkRYZMKaLa0WU5Ui6TeTJEZMH3Vaw0cXT1y0OIS2WA+3xI/mW9IGZ6xbcRTEONBbY/8bOKZgmbaxh+f9n+fiqc8Jgo1+DrYITbMCp71bzdIMt6/voM0ASO/CdjXhZzBljX3aucusJ7azb0EQxiJNhlpTjQoEGDNFbfdA+ozdEwZ3uM9mp4VzGzJpa7W0RknBv+XdxVFoUsLanySB1ldjalAh8xGgGoetDN/CXEb7ZNVp8EyRDJ3D5W25jpTpbCpg02ZgK0wSCwrovWsZjvMMjG1tAmc2WC8olbbVp79r0DUKvDVuTZtvJbLNgOmA586tY+uspDqFnICDqfIa2IUrTEPcxeH7I2UYgaWkZ1kOUKjERFu0/Bn/bPUGJkUftwYAqsDQlPO2OGmhZJ1ITetOudhRHwrjSApGLZwr4jsLGFRqrw2wfkYWDA3OleOmyo5zjhYGyDL5Tev7BAnVOeBR0OemwyMAwFyl2cfSx40PDxAwDTcIuTDjgr7J9LveuQtIWA4FbrlNhEwHTYcp8iMG8guZ92SkCewnbGs+x0svCB3jzBkZA8oGU0CZVhkgwYSLrV6kdQmXU7dLn6Hg4jzS9MPvYKd72V5bbbXVVltttdVWW221ve/tXUV6yLmt0ruwIP3I1IdeQ1bBDa5aZ0VRFacjnFiRXuX7eZridVaA32VF+B7J2yNK8WZFjoTbK9l7Z19Wtpo2s96qim+plHZOxCbQ7K4gsGidRT6VxBt4rErpaXRaybI+DLXOHQ6IGuwfyYpfI0Wddvee8yvKpc/Ow9u/E0KG3TZTAxnhLkug2ZCoTo/FH+/cEtSg25J9fvijz2BzjdtnsvouHaMDiioBBs0irJ7NqTXvkWcZ5nNBGV565ds4JtpSUIpyi6TbTiTv98VXr1rk+BLRxphwc4vRyU67gSRnZJGo2mUS+zqxVgEP8doNQX2aHY3sSbRYyXvTWWbRwD79XJFBRUw6zRg5ozwanmsx9eHZZ65gQMQvUeI2BS6GbC+zMseYVcNVVOCEMH/K4qkXkxY6jPZkGpGln3SZJue9r9oAfbhNyLzJczrnkJOoPJnI+SuhCN6Dc4gilZOXZ6iiHlr9enNzE82WHDuMg9Pvp5DepvB+QSraI7CqrxqNXolOB1W6wQJUI//XtDTnDQ1SxEiRFq9pcnBVypvCkMGyFHCReYx2BFF//dv/MwDgZaYf7VxjIen0K/ihj/45AMD6tqCcisYEUVylC9HHUqY8ab97snsL233xgdkn5f23Qi2SK993N84bchvHDV6qnH8+1+OFaFiEl9XKmdY64b77gccJ7zW2KD+ltAvtqzNcYtvdZsqGohlOx5MgwFzvpyhPvThMmmZ4/fUdzOhTjzx9GW2moDvK3bfOCIH52U+IwNArX/oKDN7ms24xvS2mLHUUx1inJPTmpvSFR0wnc5Z6We0/Y3+iqa8dHsfHDlPGgNfbOvZWqCcAFHCWUl+Y0AbnJKW3/l/ThUpG7Zklh/VOhG5X/HpKkQM9Tq+jBdITNJj+1OvJeN6gAMx0NOa1OzzyiPjTyVC+Oz6UuUSa89qz3BAwna+s9eW4l85J+vSZs2fQ7TOliCR7LXhuqCVKyx6QnFecavMemGcefSIseZbDuaoMAgCAbVl9IWm0EHlN+6IP7t0BAGRED8M4tvErCBUZVioEz10WKLJ0aRsdT1USu7d5Hl1m72j/FQYqLMPPKECcLBedzYhKN/ub8BRbyFmQPCWKrQhUc+syGmuCtsYUR9D+SzOeklZi1A8rV6/ZTDpPOTjAjf/wWwCABtvbsMf++Eekn5+XU4wmch3zQuZWsZaZ8XLPs6JAulIqxa3gNQFiJJoW5944Xfj0zwpqq6222mqrrbbaaquttve1veucnsX8cwcgUDKycme4Wm0xEn4wTS0aooWRKl5LYQeazTQfl+RvPWCoq78QPUY1moycjMYSDVxjTuRWv2Ord41YqpygrmI9qnxNXaGrPKtzlcyxLjWV96d5wSGqFfqEZPLbx0Nuwwhi0rQI/PTkWB+bXHsiEfStjXNoBhLVbDdkNX7unOTnTnI53t7hbXziE58CAHzfpz8GAPhn/+yfAgCunJP86UcvnEE5FGRBo/WBcSfknEXp4bhSj+Mq8np6zQPO4/BQnsuXv/wH6BI9azO8u3FRIiHPXhGu1H/9xst46Rq5N/Qh9a+7+0cAgDwvTZBCX+jamkTzzjC6eGZzHa/elu3/7W/9vhyO2OCzT4jU+qWsijppm4gTLY7Go+dzHJNvFBMBfPRRudat7S1McnmfxyS53rx9HQBw9ZpE5adphhGRnicvCtJUhvIM8sBCU8bpcVZclfwIRg7DMDDOhLb7NtGhiG08z3KcDCVSuUd+3ZwiCsqRC4IAgUayTLpeo63yLCaTiUm/uqDiapxq8+TfsM0GrkJxTOhBEXIVDsACEdvECpa5lQAMkV79SSPoLjDqYiXUoh2eCiSEJSKev8/ij82ZyL4Xc+nLimaGu3fE15sN6ZfWzkthXheFduI8WymuSBuf5JifyDmeusJMgYIRxeb3AwDaW+dMvCGM1KfIeaCkbxKFFULF+xgTxTnmSQ+8R8GshGaDUuwquqFIpgtxhkTmhNso/0fFC/KyypN/P/Ak52mOqzf2MSFaOD4+RotjkCI9jlkJa48IZ6H38ivAMcc/8qZijpEqwFHkOVIiKgkRkkvnBwCE0A2IZHPlu/KpxHPlGzbjANmEYxw9/+6RjM8n5M3MPOBUzIXjuRLOywJwqaKdjIAvTwUw6CbGpzkmCjscE43ROY4L0B8IEtNg36q+o9kiYRxVQktjlixgs2s1WUS39BjPtbipPN9Ncnc3zxDpuXDBxg1PYQWjWGvDRgHrCTwqoZFTat57ZGVZccmKHKHXAuJEc1jKQzMMnC8RURxA51ClChvwHYZBgEKfNd91RH8vZzJOO9cwGf6Qx25RpKDVk8yMZqdriIwiO/rSlA4Zhg5N+kGqc92TI+7TtoKj2UzRJF4Hx8syCOCJWGkGSIPct6rv9Tb+Zkbj5HWQw9a9sInuE4LaHn5LOOT5eekX13vS9nvdJtbjgVwHn1UMcsxVqMsBHRUL+w4YTuTipZIMb0Q+q5Ge2mqrrbbaaqutttpqq+1U27uK9HhIdHZpDaYICiMXU/JrigWlJs0z1wKMqv6kPIB0ni1EfculbZositRutdGmYtZ5FnO6fVPUhM6wwFe32zMFDIuKriiylB6V3AajgYvndCvcCpPN5fGKssSUecXPvy48pGMWwtLVvUMl4d3tqqSk/HbhzBXZpgiwvi4R+M2+5EJ3qRwypnLHZH6CRx6Rez17RpCJv/AT/6Mcj/yM/sYAJxPJ6cznEnHQqJHmNGdpgQLyXpKmxIlPtTmHMHSYUN1kNDzBcCgP5fKWRFyUB7a9LZycbusGXrktfLIJZXsCql9NKQMaJw10u1QT5DNW1bWcqihlXuCpxx8FAPznL/97AMAuC/LNmK/9yQ89DecEGVH+VqH8LsochXmIVn9zab+rd+X93jh+EaMZURD6wcWzAwDAa3fkno8nM5OCVr8crAlCsz7QHPMTZEQrB1RtM04QCwf3en1DNrVtNJmfrLykw6ND7O1KMeFUER6VimdkNYwja9NVwV7KdDOiOZvPF1CI4P2B9ED6GmecELcgybaca72ww72l2wyhVuUbb/KrSupRXmEVbatiZm7lFIoMB3GA3hlBGOMd+ezGgoi6WPrBy+cGmNwWfz68LSjQ5sXHZJsoWZDLz5duK+I5Bs0u0kPpF7M9ubbtKz8CALjw7KflOElUIVYLqD1QKVPGSWL3XxCpnGkhUkV+yhwNRn7XGLmdsH3r0+g3mugzmupMMa/iRwIiu24KRC7AaZfF8iUwm+fYvSvIzfHBEFvFss/5WJ5Z45ygfFuPP4bdr4vSX5ey1mVDnv2chTrhS3PZlNyANlWtcp0DNDwmY+kjNM+kx77s7IWz3CfBZF94GCGRvOlc/O61I/k7Q4BmQ9FTKlTp2O8DTK3op3wql+fihlzHRjdGmxFz5VpEDRYM1YSSIje0sUV+Ytolt1KRq9HYODxTZhMoaqmzq/HcI2a0f2MgKMTmpowx69syF1hb36j8koqIQch7sPlXZmk4ImN/+sd+BCEmpbyzxIWWfTRXvk0k76HBArdBGBoHMZvJe2kql28u43uRzRGrVL4O/joedvo8bgRQ4rpFDnarK/ONFvuTpJFY36o9hn4ayu6AmPMA9YFoJu1nPBpibUOuLeQ4PGP/VXpVKA4QcT49Z+aEzsf1uJFzC9KFyzx2bdZlFCI5I9ef3pZ7bxPFnUHmSnt3DvHV3/kSAOAjn/s+AMC5iyLJ3WVb965ASB5xzw3k/OTv3M/ezEVrpKe22mqrrbbaaqutttpqO9X27nN6vL8vJ0QjC6qsptG9MAgqno1uWyyrRMRxgq2B8FnObstnmk94PCpCJAl2dnYAAH/hz/8lAMDuXYkub0Symu11gYKoh+ZprxayKMuiit6t5K/L5nqtGsVb2T/PMaLiys0DiQrkq7wh5zCbyXX3Ga2/dEEimQnzn/udPiJGI89S3StT5IvRmrNn1tHmavloX7gSV87Jtn64rzeEWBWvhhKFqzTQuYkvjW+EMDr10Z6yzDEdH2N/V/yllTRw4648P1VvS6iOcv6MIBxBEGI2E5+bUrHl7PYAADAhEhGXwMDOQoUTIiW39qngl07wxECO+YOf+ggA4Pf/6HkAwJDFa8eTOZqaM0wkpEFlNlWIaTQa6PblOF/6L1K48T/8wQsAgKzwiMhr+NHvF67XZ7/vk7xXOc6Nu4d48ZogkXssdLbBonlbLCB8fHSEE+YKb505t3T+yVR8vNvtoqEKcbxWRbeOT6g4NJ8iVuUYbqsFzxTlLYrS0FyNl4emhlMhR8YfKvPF6jWn2kpfBd2WuhsrZEz+jn6NSplNW7mJ4yjCHd6LTmixRS1k6lFx/WCRZo2Ee9s2IcI+WHsKAHBuJryx5p+S423FJa4esHhki2p9RPFcXBGHrGAwfV/z5nvrA6xvCU+hd0mKX/a2Bf0O2f9Np2NoASOtiqM1ofTJ5FmOPGahW97PiD52yLolM1/AW802z0tlBJj3vNnqI6FCnGJqip4bDxRVTn5uPe7pNRcAzUaIEfuwg70jPK6151rkk7AgouN4tPXk45hTlTXmeBgT8TnmHGA2nqHFIimtBjlSzEroUUGyyHOEWmDZ3rlYnyhku9dGmLLmGtXgCsjfRzP6dAggIrKj2RC5jtlATiW3GV/y1JofVeEGbTjyGGfZcu0X5SIHYWBKXVoQvdkbyG9DKlsO7+KEPGDl3uj8acrIfLOZoMdacgP9ZNHrwaZ8hlGEknwhLb4bKFrliG75mfFbitIb+n9azTmHVjMxbs5oMsVWm22Zqmc6/0kUufEFUlWA5PsMlOfN4wZBCIJHiDjGNVmnLmGfOz45NB5LhxyegFkWncFA9g1DlFYsddl3tA+J4BDT35vkuani5bTIMKEftdgvdwdyrrmpYubWTpSmNj4Z8pp57c2WZZUodqIZT8o3nhyNcTCVdtv9sMxlwkS2We8K2thudPHJH5BjntmWrKRm2OZz0SypAoEiOzam4Tvam5V6fvcXPa5Kv1hc/KizWJviDSdRhEyh1kJlm7VoF1PA2gN8/EmZtG0y3ejl158DANzcObRzfebjss2nPi3k/m8/J5PAXioLgDCfmPSvViQuKVvs2AhcWdoix98jaOCrAlYrqRQmhV167LMo6V0ufoxgG1QpPSYcQNh0jeTGXo8pRms9PPGEpIC0KYmsEsVFKZB90mhiY0MWOS0WP5tel3tOjyWNxHV7liYSk7QGFjnV5VscAxmLS+VZduoXPdl8jtvXXsHtW7cAAKPJxAY5fY8piZ8ct3F2cwtHTKHY5yJBiyhOmbIVRvFCcUKVy6WEKp/p7fkYcfQSAOBjT8skcY0dzVUKJezv3MUjZ+RdJSQqdnTSWWq1+wAnnGB87VtSpb4o9dwh+pwQ/MCnZNFz7pxMEu9uC/Td5uQCAA54nHOcWOot3NnZxYQCBBqkaLOTHY2ZfjGZmF+PWXB0Pq8KRgJAp9Oxg7oF4YLFk5VliZQpczrwmoTowpa6eCrLckka/7Sappx4+7u0AqGhpeHSN4KKwL8q512tj6rVU+mWf6v67YXjsPPKV9J6HTRNprCOZOtRkSlNjyWA0NiT1KWjOwXOtmSxMuAEttDUxNIjJ1G9YFqwWyng19w6U00kmLoT0X8LSu+WeYaIbUU73JTtU/1wUYK74LYpi4pGnKQOohCO4gRz+uOc6VBdEnEH7V61MPQ8v4lBcHLrYCUPojC4T5HY02WBc2g1IhwcSR9w5+YO8hFTdJnCXYkIcTzaPouNx2WMu/3VPwYAbHSkf9liAejjoyG4rkUSVSIRAOCa8j6Ojj1OOOY2GKw6Huq702LOXTQodBSzSPjdkQRFj+acyEalvTMqGiPXchUpkPEdFiRdT5kgujeh0EIjtrRd7+X8O3tyrovnOckNE7SZ0pSQHL9aOqAsckSJyqTTz3gd3b7cc6fTstSmNU5q1za42FExhvnUAgqJkeO1IDEnydkEM84r8oWC6KfVwsCh144wZ2rjZJ6aUA5YWLMsdYGqRPvAJKEd328xlfcamhiFg45lMcWoAi0Ay/56Pp0gYSmRkKmzuij11h/mKGYyb0QxWLp266eDipZhQVAKIuRFgZJ94pyBBKWNBBb8yTBR4QMVJ4gorMWAZac7N2n1MBDf0XF5ROGm/Vs3MDyWufXmJZlfXL54aekZ5rMCh3clrbTR13ITGgzinCJpoyzZXgOWEshZTJeBhgje0hDlWXznOWqd3lZbbbXVVltttdVWW221nWr7niI9JWBRyBlXsvuE3qaMauRFUaEkjFD0uxKxuLAlEr7PXvkoLp6V9K+0kKjEjcZVAECDK+aNwRo+9YlPAAAOWMBUpSl7axLhGd66i3JFMjAg0uKgcqkZSk1nM9JvdT9aTNRVWOOSeV9i51BSmYZTnouymVqMrN3qWiFAXWm/9LKkOH3oQwITtnvnMNiUCFkzUXltFnu0qGuAnLDryR1JKZncFWniChEAQBjdpA8JwSu6FcUJEq7iZ1n2pkSxh93yosD+/j76jCqudxqIKMN4jqmElym3ukbf6XR6mGsEaEciFylh6O1N2SaKYoOAfaSSqRUZEhCp6H2S+rVI14eeEcRnI5Y2cnR3B5e3xd9VSVKLnRYg4TfNcfWqvOtWIt89TRJhGAb43A8K2vnU49KGbl19DQBwfHAk50hLHI6YrseI0J39AwBAtqPypgGGKqnOaJWJFLAdTcYjE31wVkxU5awrYQLHtqSokNUsXih4ZhKhjEambIcaDSuKspJpLopTj0iKebt/s1AlTDUNjVvqM4VbKnIsvykCUaE5Jl/L/bX4Yq79QhgiYlHdqFwugreo3F9oOgZFN859RGSke7tPyEZ5hhaLUhfsrwxFL4rq/hQJYN/l6Zeu10ekaAFN++HplETisrSxoNDUJBUcUSSsmRhqn2rUkwTiDfpeL3LY5UZHI/F9rY6w3pLoY6PRRAHNSlgpqqciHN5b6lsraZg0+2k2X5bWF9y5tYcpi3MnWxIFtrGSMuGu0UHv8qMAgPJIotv5UNJsEvrLmf6GyVdHsaIomo4lh0tvHWLvSOYFax3xwcvb0o83eRwEMaK+oEfoyByEitWY80AJHE4yfZ/sl/ju4wDwHIeR6B3L3ycsEurCECHnE7018QNWmcAaU4Y3L1xEsysR78BSmHk0apuvb/SxTlECQw4NxWV7TGJDvTVdTsWRNEV7kk4xZX+rSE9ItMxxvJvMJjgiaj/LcmTZMrp+6swDZV6iTZSs9LB6rQHRudLk+Dl2uxBzChZoqZFS52CavuhLk6jWd6aFSzP2j40QaFMAwTJ9uI/OMYt0hmzGLCQtD3Gf21DUI9Fiy0Sc0jg2aX0thBoFRLXnU7uudCLtbMI+rtGUvq3ZHQAA9m4f2ZidsF9NicRPKTOfFxnOPymiJBcuE2Vkett8xjnw8Bgpy83M9VP9k3QB3ysxmh7J82B2V5HR/1P5uxV4NDinKv0bI5Knv6etrbbaaqutttpqq6222t7X9paRnqIo8OlPfxoXL17Eb/zGb+C1117DT/3UT2F/fx+f+tSn8Mu//MtIkuTND+RQsW7hLBpzSH7LDeYDDrnqC8IILa4y13oSnblw7lEAwEZPIjPNdgvjlKToUlaHzZas5559SnLFP/2Z78PlR2W/qy9/W45Dgl+ZMq+1s46T26/KeZXQa0gPV9q+NKTDWAcmaODukUPVG9S80DLLsT+Se1WuksryRjwXXIiSeeInQ+Ekra/LvR4eCko1n59Fh7yMbrfF62GEl8ebzgvcelXuJ6JIgafYgZLgynSGnBGlnAQVRQ1KzwitiyzvPc2y9zRT4kH4aavdwQc/+f04PhDE5fIjj2DGHF3Nne6QXNrl58HxEBcuCRHv3CMS3dDI2vGxvMPrN64bv0d5YRr5TXMtkBghphBFl8+/3BNuUTAVHz/aO8RsTNnRNqN5zPGesT3NTo5x41Xh8nz8cYmkDjYlt3uwPsC5S5Jb+/orL8rnS4Ik3j6W9nP9cIx9RmKVG6IojOaxD3pd7NyRazskeqoFgDX3PYxi80stPqbCBgGjNtIMKN2qBHZDfCpEQpEH7T40kpkrOhEUxg10YfieLqL7oPpT74VcrCiOD92CzD4jesx7DpU3icJC1JXEtyI9CxLLihStlBXIsorMHSYq90ykhg6ocTbvK56jZ5+mee7di4I8utKbTK9ntLHUCGWeLfAiSSAmAXh2Iu0KWW5ZAIowav+Zkj9WFrkhVAVl1VOKbZQ55VRbrUqqV5GwfJl/1my08eqeCJwcUfa9x4e/1ZLoYxJGdq9qgSE8yjsp0FBZ2SQ59b5alCWG4xkaWkKi3UXJIo9eoZFymTOGoAnHsgzt89Lf7dzls9+RvqnbaqDR1H6FhWkp9xvwnZ07s46jE5lP7B3w3ZPPNTwUH2quDRC0BwCAdUpmP3LhKgDgZCg+0PIerGNrfWKL6EvogDSiuILKPgfiAxe35Hqa3b5F+RtOnsOVK8zuWJP7PHPlCeNp5rzGgkIZzZbcZ9LYsDmHFUM38/Z9yP5VBTu0LWh2gXPOeNIjHkcFHxIiHZN0ip29IwDAeDpHlr53OT0PxE99iZNZiq7K9C8UZk+YYTDh88zI6ctLbwI6MbMqEC4T74MkQUSBDhUi0LmYFiBtrq2ZkJcWzTWpav4dBADoDwpB6ZhnxQb8wlxQwUe2hVanY9BQNuX9jFjEnONpsFhQnM/h5FA44CdHwsfs9tdNeESvQ4WFBkRRs2KO8aEIkXzrhvA3NZspMXGjGOfWBAVKKEM/m6nfyzXs+mPMDbGXU/bPECWn3HfqSyTNgTzHpJL1vp+9ZaTnn/2zf4YPfOAD9vff+Tt/B3/rb/0tvPzyy1hfX8cv/uIvvtVD1Vbbn5jVflrbw2C1n9b2sFjtq7U9DFb7aW1vxd4S0nPjxg3823/7b/F3/+7fxT/5J/8E3nv8zu/8Dn7lV34FAPDTP/3T+Pt//+/jb/yNv/Gmx/LeGwzinKySgQpJqSK8zFENY5w9wwj6tkQG+5Tzu3RJ/j5/4RxajIIMhxKdv/KkcBbW12UVuba5hYKSpZt9iRRmJ7Jq1QKiYRJbkamcRaZA5RJdwXvvLIKqUUGLrDpYAq4iAhap5n2meY6j8ax6Fqj4HCmRltIDMyJdvf5A7mNTI+gaCYiwzoKQnQ5zdu3ZyWd5OMSMxwyIGFUIg/yJModX2UqNXGjuv0nE5lWRyDB8Q7nA76U9KD9tNFt48pmPivIUgCKfI2V+6ehIEI2TI+G3zIgSXt66gGc/JoUQm22JzmihzddfF7QtDmPs7EjkI6P8ZZZrtIZIR1HAMRrlGEWcM7/26FDO2U4iDI/EP/uMtAcsLDam6szB7i5OjiQ68+wjEnnZOiN+f3NnB9+6LXyf6zdEEe6Yhf1mgfh5XgJD+ukaC6q2mBuuSOCVRy7jwuUrvFbm2jJiqKqD3lXcEo2yKTfH8pSL3Nq76ZD5KmIpfy7wc5R/ogX+lP+RB8ihktXvXWnVB9mfAkBRFlboTlTDFB0T06J12hc5LEpKa8FRRo65z2K5TOtXeByNPKdZFUlUaVUrRMvnX3iPgOo+xs3UC/fKhSysD3bN5Rx2lGVV/E67I/1bryfPkLG/RKIcDUWvq2jsMdvP7ETaRaLFbje27TkWVj6AkURuo9L/h5MhJuSxlexn+22JNvZVHQ6ljRGh8aKWUdLYOeO/ZcV7V7L6QflqHIbY3hjgmXXpG89srmNMBbUm+7IwPJJtmwvS1VQwi88Kh7K5dhUAMD2S8Wx4fAKf0b8y7kf/VF5XlA8xiKmkGVOunNyx269LP7i2fRZNqke1+jK/+MSHJUtkRg6uG09QEulQmeEOOTBp6TElWn3o5Fxnzsq9fuBpmb90ty8hVzSL40bMLJYWeTxJu13NIYgUTSdaPFK5S42qERmfUY43Jg/z5GRkiOx0QmSB16yIe5xEaNNnFeEJg2XEJ4fH0aEcc/9oZOPVe80elJ86OMRhjPGc4wiqvq3V4Bibsf+hopkPAjgd0/junKqKabHwuAF9ctlUxvM+3/mAyryToz3MKfG8dpY+Q6RTpaeDIDLeea4y7pxveB/aNa9UJLC+N0lieL+cGaR+kU11XlqiS+RROUV7t+WaR+xDJ8NDbHA+XqRy7zG5PSPe393XX8Tr3/pD+Y1zhvOPSOHR3toAANBodywzKTRdf/q09fPOkNnmhpDgthrM/upL31sWuRXqzfPAkP772VtCev7m3/yb+Ef/6B/ZgLa/v4/BYGCE5EuXLuHmzZv33fcLX/gCPv3pT+PTn/40hnyotdX2J2EPyk+PDo/erUuu7X1o342fAsu+Oqbsb221/UnYg+pTNRhTW21/Evag/HSWv3eDZbU9GHtTpOc3fuM3cObMGXzqU5/C7/7u777tE3z+85/H5z//eQDA4+c2JQJrEUcHzwiFqrocT1VRR1fKCbpEdvrUm3/sMdHu//BHBMpc3xggS1m4cSSrTlWC0AJSpa/ycJOcuYMjWbUGsUST8ixExKidZ1HTIqNGPSOGEi1lhFobSKT58NW9aaTRG99AI9nO1GD0OJo/mTNqEwQBEq6MT07kGkdDQXqOiTCsDQY4Zu2BDSqKNSxflaoxwxk8i5lmsUQDylKinM1Q8/6rUk6qgqNRI8vFR6mlE0Rp6z0I9TxIP/3gBz+IMI6RREQ2ojWL3G6eYXSD0ZYTKpV0egN0uhJ9GFFh6NbNGwCAjD7UTEKsr0l0J8upeKJRG/pAmmYImePbHzBXnejeWlv+vnYwxZwcrWSTubE5OVcn0g6ODo6xSaWibHwk390Qn85HExySu3PjrkRMC9YO0OJ7RycnFqW2wnes33TlcUF3/rs/+7/CpSuiwNUizyJSzf+wUg5LVguOrtSuiqLIkB71PUV4DJ1wztAwjQB5vzxABQEQapfmivckT+K79VNg2VcvXXlc0DGtHearOJY3vo4iPfze+6rQqyJEyvEJKk6i8nyU32IcH1Wr9ECh0mWuWDqHnjPwztS0rIidWy7wGESJqWBpNLvUeJzzcDy2okE+L5eO5/MMGdtRoc+h1LxwnjsMMKGqYsgooO/27T7kuThDCDXPvsfof8DvZ9MJZszpVx/fJDrV0GhvWSDQe+YzU8Ukfe6dVgt5IMcezoHCv6X447tqD7JPvbTVRphEuL0vY1ZnbYj9//TfAADh7/0+AOCJJ4R7+MSTMr73L5xHwLEfVOdrnxFUbvc1USPNppmNey3lxDIC77R+UqeNpx5lpHmLillUiAs7sm0UVBkoAfkTTz39KADg+k3JCPm9P3wRF/ma2sqj4N9h6bE3p19uyP4f+rD0k488+TQAoLl21moQdQ2tXlbvdB6G3mjEW9HvXP3e51Y7R+umTIjKH1Dlrig9slyVLJf7yTCib3pgnmrGgpzr3La0iTPb8txd5ODYp2Yp4N+Da4IH6adbnQRB6NBtap26QOsko01ULqRSpQ+1vldg3G/91Ael/EU4h5LvrMuioD1m6mhWQ9wZoN+W5641cJSfVqHjJbzVHiM/WNUsS17PQldiRW9tDPA2RoP3qOPknGh0kc9tjA5juZ7tUFDPnH3fbHyMITNJbpAjPyIHeso56/h4FyB/aev8paX9VfnYL1TWzjTTiVwn6+/hMOO6oKvIaIeFXVWR0Dn4RDOn8IZj/5suer74xS/i3/ybf4N/9+/+HWazGU5OTvCzP/uzODo6Qp7niKIIN27cwMWLF9/sUHIDfqHIqHNW+fWOyjiTxKQpY6FzmEy1Er10mNtnxVl6a9JAoziEc+JcYTgAAGRtLiTYSEejGbIDGfRwKJNRLfKk6RKhb8Cxwws5CdRCTmplWcJzsFVirHZKEQIb5Exq16rIixVFiclci4wxpUnJt9pQwhApG4imnt26LpLCSo5/5ZWX8Xu/90UAwCYXPecvSAqAo/O2Ox00OFgcHTb5XDXVZEFTlgN0oLNcp5NKnQBV9xAEwXsyve3B+qmritRCBiRL0SHptoyXO7l5OsMhSbEz+umUn5qSuLGxjgErK8/5focUC9DFT5YXJh9aEE6fUTJ0c10Wvt+6eYwJU+e0Qx5x8fXKK+Lbf3x1Fx9+ZIvXvLJIcA5DwsUZO25HvzpgYdXRZGoTQB3negw6fPST3wcA2D53BeoMukgJLDWPnezCU7WUs3CZsByGoQ3MVmV6ZQHuXLCQ6lbdh+yjk/DSOkoE0fvATyszWWoTQgZCTRnWBYWlbi0Irfjlh+SW/rUihxtpRUZ+5DkyFXwJKmlx2VvTE/OF89JHtH8J9P07W6zp69NlkvdAoAsrFX7R/jbTavKFzMhQ9dcqvxq3ZWERJQ3Mdb9EJXy5QF9Y3OugrOrDsVamp4xqhBwJ23MnloF3m4IyserZFMWCHy+LQDQo2+2TPqaZnH9Wpu/J9LYH6atpVuL63TE+9KwsBL783E184wXpq/pteQ4ffkLGsT/7OXnWn/5sjA4DT5r22D4nk6fLTx0BAGbHQwR8egkrhiaWZijfH03nmHNeoYIZWk2+2WIq+HQMMHCjq/FWX8bOz3xCiupevXWA518UtODDLTnOmIVL5x445LX+r3/gQwCAJz7IxQ4LigdBCKeLG5vQian8MPLcttG5kRWYpO/kWW6LHS26un8ggbYxlRaSRoLhiMV8eY4Rf2s1VZ46rIJUbIs7u0zdpL+ev7iFwZo8h+ksr1KQ3kP2oPtU56tACLy3NhzRL7QvCEK+j9JZiRN72vrQOW/wZYYmA9kaxG9SpGDKAp5Jt49mi6IXLFKqcuMq1lHMJ3AaUNTFDhcJKCmX7R1yHfNN0IBB7jCA8yqywGtc0XbIs9CCM5oK2eHcIyHN487VFzCmnPX1l0SkYO/aSzwu+/sgQJMBT1136yI/1nl2lCDg3AO5Rh20z/T2tS7gtd3osxxTFCxNs6rcTOArasZ97E09+B/+w3+IGzdu4OrVq/jVX/1V/Jk/82fwL//lv8Sf/tN/Gv/6X/9rAMAv/dIv4Sd+4ife7FC11fYnZrWf1vYwWO2ntT0sVvtqbQ+D1X5a29uxd1yc9Bd+4RfwUz/1U/h7f+/v4ROf+AR+5md+5i3s5eCCwBAOOIcRCdQ3jiRyUXIlmDAC3Wn3MKG0aLsnkZhub3k13EgihIQBlcCkhLshZfBuvvAysHsNALAeqmQgUyI0OhknBsc5RgMdV/XOCp6VVXRmOQCJsnSV9CtXpFpYTyN9RVkambVkxFNTMlRasmyWJlGoAYOU1wEv3x/s7uB3fus/yP2sDwAAf+kv/aQ8O0aEgjC2CM6UcpUxC1GFMaOuyKtiW4FGPpdT8/IsR8m0J/8ejJ6/kb0zPwUAh2Ch+GxVPJCRbUZ2GhqtDgKkAdPHUtmv1ZIox4WLUgD0/PmLlsK4e1dQR43WTMaMyIRFJYnekejKlMhgwqjzRq8Nx7TNY40Wky93fU/aymSWohUvy1ZqlGXrbA8BiYS73xbJ6Vdu3LX9AEnDMYEPtsWNTUk/Wd8QRFHlkoEqPc+enqsQII26BAupakAVXVz8rbS0j2XyfelLEdGAkvVhqKohEr5cKIpZvheBnu9o79RPPbzIQmsqmyQNAwBKYj7a3+jTKrGY7sDvNCuX2wSBW5ALFzMZUEtFzDGzwrPqv8voCZyvEHElYlsfqVHREPoOXaRpPpSsnowRTqRdeUbyHAskBhbhzG1M8aWm7fJ4vJ7ZyaGhtwGRgCAioZdobVGUVlw118J49GsVeojCBM1Y9j/DQn09E7nR1LrCOu5Cpdsp9BFTVnVUxHauZpDjvStlcK+9E1+NowDnt3r4/31ZosHfvnZgiKR+5jl9MqMXZgEwVelcZoAQjWkxy6OYjOGK5T5ZRVXUlzrdFuZjIiEz8ZOjOxJd32LazGTmcZak7ZDZEeo7m1vSD3//Rx/DC1clpeemykAzAj13AZ54lul5jwoapcVwS17ffDqr5geK+PCaNaMjDAMUnMPM6YP5CuKT51nly+zTGxxrOhRpSpIGuj2mwPEeZ4U8Ay2KnhXe+t02haC6rHad0e9Hoyk2z0pK4WB9A83mC3hY7B33qR7Is6qvooYJmkytasTyXjpEavrrG5gwhTybCvoRmQ4LpayjCOub5+U4TF1TRLLHcdUVGSJmeSgSokhcwnNn3tt4bKVSVvppeG8ITyUMpJs663dVZGHVREJf/h3yenRbTSX1vsCrz38NALB7V9I/D47EvzRhKIoDQ4zUB+fMUJmwbEDSXBB94fiihZ1zio1khccxxU4uEmUfD2X/O7dFwj7P8wW0dI6U+97P3tai53Of+xw+97nPAQAef/xx/OEf/uHb2b222t4Vq/20tofBaj+t7WGx2ldrexis9tPa3szeMdLzTs3BGd+lKEuMuPI7oNSi8kiSRsv2UQLzwYFEWTQnW/MLO91OFWFUqVJGN4cjycG9ffsO1uYSBV/raq47I3MaMfSl6LACCGKSvDRMbvLNoa2srf6RRaM9AiWAKVnMk2hVaH6ix0wLMGo4cIXY7eCrSJBeGreZz0nEzFK7/hdfkMKS47E8Q5XXzrLM5IE1YlCSjJ5r9D+AFf2r8oyZU6kRXTikKq38UMUkvzvTIm5hGBjyUK5ErTWgHUYhGqDP9FTYQj43IJGcRiPBcListjWdqt/znFmOOaMUJ4xKPvn4o7INc2jPHA0RsZBe6hhNjJb97tGtPjL63B8zOvn4k1J0b7PRwcs3JUJyc1+iM/kKYlPkpREiq/xezc9V8ZHU0IAoWi6UpjwmBwcfVCyTxZuthAgCi4A6EoyVxKvPPcRCJMukrpUcru8EttWi4MhpNucBVxQVd8Q5EycwUQI+uMJX7To0sGyZX6WRY/mez5LPUaXBM+0nygKlVwEOOV4c6T5iARbQJPMNFXdhcVo4OCjypDwf5p3nORyjgiH7ab2fFs8yL31FjOW9J5Txj9iPZyd3jbuo5QRUnlrRwSLLUAQstEdWURzpNbKAdAb0G5JVcIaSs5Eijso/877KAuDNN5qUsfckSPsMsZ/bs3rvMSUerI2mKb74zddxbYcZCwHw6DlBa37ss08BAH7wYyKK0qNgy87N2zjP99fa5nugSEHEIsj93MNTZEi5PYrw6AAdN9pY2xgAAJoNcgBUntd4EXP7t7085fqysVy5dAYXSPD/5qsS3Z5zXFzrRfjw44KAt1VyGyokoLxEb2Q1HUcCy7JQUaMSM97P8ORItiXCqX7vyyrLxXpWSrXr3CrNqiLqfaI/zbaS89lu0sIEbcbMuNHMG+X0tHsdbG8J0rO1uY1m87dxms1BuHmpNWAARBmblE+/8IiIGZ29IIhep9vBqCn+eYdjrfK0E77fuJmYOFbYkbmtFiBtkncYh4H5TLMj33nO1xQxCqMQEdGWwCaMy+Oc99Wc7t7JWlXk24Q7VDQsqpYDYaho0OJ4AJT8u7+xbX11FMqBehvSNrTPbMQhGooUEfqaMmvLH5Bb12xZXx+a0JFcg4ka+UpMZ0b/vHldpOZTCnCUvjSkp0izSqjnPnba+9raaqutttpqq6222mqr7X1u7z7S48sqT78osE/1hXGqcs2y6ksstzFEuiJrrZ+2Um62KiUerloz5n0r0jEajdD2lMN2stKuCocy2pPNTeZSQ5XBQnQU0ICi5s8vZyUXpTc5wdCOvVzIdJaVmDBHd1VWr7TIY6U8UUWJGN1WBauiMJRgqIXamOfYY3G14cmJyQCC6JgW1mqDzyIOTOXJpGhNlY7fuxCZqW9U+fen2XzpK0TPVbEB4yFYIEXVqwJTQDMxFEZr5nzfrU4PCSNyKaN5Y+aaa47rfD43ua0TchnyUFTYrjwhkdCjWYH/8hXJjT+7If7aYCRlTmTxE89cwsYG1aUKuaJzj4h6zc27+7hNtZ88VxU45o1rwc8wrCSirf3JNqo8l2Vzex5Zxk8thmvcDldFcPhYTNnQEM6q4K8zFGBZ5Qio0E4rXLr8KuQdqHqiHBin3zxQZvBUr/RlaRzBQIvVmWx+xbtxwXKU0PLDFQFa+EN7I0VRlOuAIjDujQbWlI+wyN+K7BWSI8Y+uVRlI1/lc2ufY8FI7w1BCbUvZkQvoCy1S2LjgmWWHy7tIGUfWWR5FQ0v/dKnqmTlWQYHVevkvWq/zUKAvgzQY6S1qUi45pIrYl6WVrg0IvduHklfoGqLRTbGjLVrxuND4/ecVkvzEq/tjKwv+L5nL+DP/eCzAIDzW/Jsdu8Kr/CIiPIHP/g0EvKtLHBN5AdaxLYsLBruFbVUeUHlxcZNdSFkzOQ4d1bGyAZlextr64i0sK1lXFRqhwDQ73TwAx95FADw1auC9Mz425999gIeOS/okzMJYfqpFu4NFw/O8ZzoZcr3P5vNLJvjiGqgWn5jOpX7PB6ObV6jRRuVl9wkyjSfphYFz+l0ivRqOYx2K0a/J2OLcnhmVLkbDmVedjKaGr9ksL29hAacRvPwyL1HM6nmk5ZJQHcYkIOjvhMGHl0WkdcixCZYSceLXGD9WMbaaqFyLxNmlPTW4HMq7hmyo+qqetwCgSIj+i5MIbIaFyswZ5XvU2UdVeUgmMmhqI6rlOoCA7EXYEbIOKNZGM9+6ge5LXmLvJ8kjm1+oD7U7mm7I58yjIw7HFmB62XEp/SVNLvO/ZXDHKqKbungoSrEb4zl1EhPbbXVVltttdVWW2211Xaq7V1etnuU8BZVLL3HNGWtGuUNqFQGV5Tz6cQi6Cn5Py88/xwAKSIJSPFDjUBUhfgkYhHH1ap4nioXQFffRDao2JbPp6a64Vei0apA5QHjOqyquLkgWlB5W+Yt6N/X9w4xpkKWPRXLYayQHr0fXemr6peu4MuytNouV6++CgB45ZVXAAA95jsHQaW3frgvajXZWCI4eZeRg8DDURXMc6Wu+ZN6XXCVwtz7aZ1s9UmCwP6tEWTP91N65bIUKItlxbHVfNrJeGzKLYOBvKMNFihTxGeeTpHRH/VlH01YOC6UfZ/+6Cfwe1+RgmBff04+lSd2fltqXTz18U+iQYW+g2OiqWOJVt/YG6NBztyZ7W1eq0RZT4ZaW2hR4UvRHK0vVaGXyu9R/1SfTIg8YEGhTVFPv3JceVDEFgyxraJOcj2+Usfic9VikLG2sbysovenPHKu5r2HL0uU2oadt3oHGqmOlBcVqRpfVbfBEBkezyLq90HJKv6W8hSLqmCiRkM199v6C4eQCDsC1rhSBIn7xGGM0i9fjzWdJLHivpGi3lSinCnn4cIlZIyMFlrwWWuwZaq+WVqE1IUrEUXjXmTwMzlmQeWsFutmzNl2omKGTeb2R8afoDJmVCHljlHTqEmEB4oKSfsKfI68kGvcGe+feqQnDBwGnQZ+4APCh/jU0+fRJn9qSkT73FmJoG9vbcg+vsDJnoxbffab4Zr0b+DfeZEhI09Ax+6Ev6kyWtBqokW1ypSI3Yh9YkpkI81CDFrCMQrllVl2R8l+L8tSXDwr23z4EbnGO/tynA88esa4DBlrRFlNHlMWLA3lVlUszdwoOI7Mp1NMGcUeEW25uyM8EUVuhuOZzZc0Ah8yMt9lMd3jk6nNoRR1b7a0hpr8PZ3mNvZrn67bdM/Lc87y0qLqPjj9WR7eCyrZiFX9MUYKyZI5HMuz2j4vz1jR8nSeotERvwCVHbXAZsxxtrd1Fn2O9QHflSr2ZQs1xhL2LdmUPEatKWZ1zEKU7A8rlF6REYWXqrpnq3PUe3mvlSpgaRy2cGHYXp7E5EQWp5MhWlSvu/zMR3nPimxy7uoC68+1cHuXWUgN1h+KkwQxa/kYx13rVxp3uMDdW8LNn6rqG/fRdiAc94W5ul+ZfC3Yu7zocfALQgAeAY4I2fqVop5DFnZ03lvBJoXh7t4VEvaQle/PnTtXEa5MTpUDEp2vLEscTuRcsy47CK1Apw8rnSCPluVH9T3oAC2kKt3NVisAxHmCVciRxOx9vqzfe+EVZMXysfUwmvJUFG1LqVoldykMXZalTUo1teOP/uiPeB1yD2fPXTBY8OhQquQmhM59Swm1kZHuEC8vdjRtw6GaDBVFUd33KTYXOlveRVFUTQ61yFepE0tOJIMAxWpV+pUJZelnll7RbEuHcf6CiAtoSuNoeGLplgrTHnOh+vqu+NCFs2fwQz/0WQDAb/22FKjtcf8/+6M/AgDon7uI4b60k0kqAgg3DpgOOU2tLQ3YCakEqoNIaU9mU5SlpkyIr6yzQJm2NfEDDr4q/55R/ld7zTC0BciiKIEcgJ/OV0XLLBVkOV118d9V4VOKluS64MoM/q5EO0+7efgir8RIUNpkp/CaYkgyqa9StlRMwHM/S9TlOwm9X4hvVKlqQJXiGQaBLWDVf1OmFeuiKolg8v8mJ625Rl776moyqC4RaQpHt4N8QyZg02uvAQDiI+nLJnzBedyw9Exd2ORTGRsKLmIajZYNomGhggicBOrYk84wO5Zjl5Mj3rrs02IVdRfMkNGDJ6m0yyZTLFDQs8vCxHYyr9XslTBOonMAHKiE98a2BfZOq621G/gfPv0YNrvSl/Q7TayvyzPtckKk6Tr7e/IODk/GCDg5eqYtk8rtCx+QAzbkOfqgEu7QPmNBmYLbthAPZEHV1fRbDVZpMDOfoBgdgQeV3wK5Vi2AeDIaYcbA64cvSV94sS/X125EmE6ZjszxtEN/d7rAKfIqxbSgn7LBTbTY6Ghki8DhUH1G7mNtTeZBBRxGY6b3hNqOueDmvc/mGcacW+l0Y60nE/AGj7coXa/FWlMuBhsNub5Wp4nDA7a3o8Oq3MhpNedQhA3MY/HN5uACHFMAj3Ssp/hDl8JRx3s72GDR3OMTeX4h09TaXIC3188i4kR9TnnrJuXX1y8+BkDEuzTFrNS0c6aSg3/7IkfA1DsN7MSdgfxWViVHtF/3brnvLktv/Z0tfrSAqfanaWpBJPWn6WTMT5VRT629Nii9rWnCOmdttFpo8x510dPmQknP7eFgJRCsBIH4WJd9blEWQCnt9/o1aRsq9qTzMA/YOiEIizdMbX//hO1rq6222mqrrbbaaquttvelvfvhJV+Rq3Lvjaw9YwQm0iCNpYkVtkJWud/dXUnFefHFFwEAFy5cQBwPAEjqBlClsCk0e/bcedwhZFhYsT4l7yqs5g3lUPKfSlaXBkNX6V8qZelNhjJHCSUPy4E0kvOlb0vq2bXdI0un0BW3okqWKuVLQ1MWifJAFZGd5wVAudijY4nkf+n3/4v8RjTnk5/6rBHnC6JITf7tFuLgWjxQU2Q07UNX3lFYIR3ZgsjCaTXH/zQl0QWVZHVVOVSp3lWuo6E/JGgHMSOQPG5RlpjzPWQUlGi2JAKihT8ffexx7O/Kd5Ox+KsWtztihPtgfx97d6QNOIZnzp49J8cjUfDuwRgZBQyOGFU8HM3sfrodOYeSZLeJ4jQYabp+6zZyvusrV6S46gc++GEAQJ/pkyI0vEh5B1KSisPFyPVKFV/1bUVPozAxhKfBth5ZoUFFfFzVXhR91aDjQjtaBCFXhUJOpXnpN4JSFQi8PWdFZ7XT0L4oKLyl4ZoIxIKohP2wkN4q33F/Pu84jiy9cQUUMulV70JTnAihBY6ZkmAiL/eSa/VanfcoKQ1dMFVscnRN/qYwhwCOywhsySgoM0kQJW3zEy0YnTKFTSVjC5ei4H4qa+10HLD04kKzBy2ymVDYwGnfGCUIEok6Ho5lzIqdtLMOU053pzPMZ9y+3a0e3Cm1MAD6zQADohXrg65FtW/eElGAl25IKturNwXFaTQbePxRKeh45cPS94DoC5jNkHT7APvJjO8OfB8RBRFcEAMUQEjWJGqv6YtTZotEcWjpu1oEV8UBVCwgnWXWl22wAHi3T6J2UI2ohrao+AWj0lEcGPFaiyfqXEIj6Hs7+zg6lvvZo9jM8ZBzmLmgXceTOTKmlXYo712wjVlpitLjaKSRd/mt1VxGaaazzMYE7fcTktAHPaKzcLh+XQpY9/t9i7CfVguTNtYe+4QhxpadBNi7PzqQbIj5jOJD4xF2dyT9ajLWVEulNch4nOU5MGEaG/uUFtHHZk+Q7KTZsDah8z1FxYu5+Ec6OjDJ6koQjAiJCsOUJVBy/I2W0fkgCKrxV9PrWPy84HHyPKuyf7RQaG6DrRw2aaKzJimeCdFY9XtNPWu12mgSBWokmsmxXBA1iiMTNdDsAE2hWyx1oOl6Mec9OjQ1iCSVRVmJ8aB8Qw2jGumprbbaaqutttpqq6222k61fU8kq63opXc4Zo5suRJBLxjJSPPM8l2VZjPlPl/60u8DAC5dfgQfoqhBTCRjlwTIl4gGpVmOmFH1vGREyGRy+efCKtjQGI0c8voXeQzGNyAfocwyk4XUCM7NXbmOb7wmkYC8KCu5WFpFmCfx0QW2klXESrlJisoUZZW7v7cnq9/BmvIz5Divv34VoxOJFmluZ8AIGXnicGFkaIWqEuoqWaNGvsjhQi3UGZ32oCStusmi9EiS5cKaVmhRCaXem19rZC1QDgWdJ4lzQzfm6bJYwda2RH3WNzZwQl7B7RtXAVT53ltbEqU8e/YsYr6PGZGaLtGXtfVNO2xKQu2IEpnXXhO08dsvPI9d5mnPplo8TO7vwmUhGre6XQzJQ/vYxz4BAHj66Q/wPshXSOeVrOv/n70/j7PsusoE0W/vM9wx5oicpUylMjUPaQ3YBoyxhcDFYLcHDJTpUoG73I/3qn/Vbbpov+JXBc0oGnhtM1RXq6BAVAHGQFs2nkEe8YhsybYGa8yUcs6M4Ubc+Uz7/bHW2uecG5EpKZXKjIjcn3/Wzbj3DPucs84e1rfWt4QstTl07BnSyopg+CNMjy1u5gdWol5k6EWARBXkwkdz4IySArF53LItsqnz3MHNDQNkGQznnhiFwsstuZPcXwnTYjLb52mRCJfDCfuicvtNTc7IADkx7nmeZfQS0bSHJNAW9ynnACopXGtyYZmUGXJhDq22s4HNgYzYq9fnPLRgcpabnCGVXK6sLxdC23BRUKVgBULEQxpwv5ty/s+w24exHk1+34Ud4hj3JI0R8bmkLIG2Ah18DZUQy30RBKGxam6SWYdImDGNFfbOL2qNdJObahgGuGLXHMaZ6alWK3jkqSMAgL+6/2EAwKllenZznCczNV7D1q3UrzXG6NlDihdL8fBKBZr7Cm3qfDYxVN7W822hUs2J4or3TxUL+0Qphhn1kzVmkyIuSilS0WmaACyiUWU7MUNmDVd6CLkP9VmMSdgcOXc8zOCHIhrEpTV4PO+yaIGngERKcyQiRFDOXVzpDHOvOnvyB7H0rWz3nkadC2ZK396o8n2SqA0vhS85QXYuxGzGCjNhg9jKex8/ftyyYZsVSnuoVBo5461Unu8q47uIGEVkr9pTGLCYRoWp5bAqkRRkA0vzpzDGxWEntlLkRIUZHinSTH2OzCE4R90TVp0LIYehZX9yu+DdMxGMUfY4eYRQXkzdznGlSLPkxHKEkPY8eCwVn4hogowh3K56vV7IP+ISMiJCxO9jxfcQcrRLYHPduaQAt10rbQV2xKZ1pdz2JIpzgTBmoCocqSJRB8ajQqcAkAwje/1rwTE9Dg4ODg4ODg4ODg6bGheU6THGUN4LO2La/QE67EXxRtSaxDsZ+oFlLlY65JGTWPDHHnsMAPCJj38EIcfYTrAX8Mtf+TIA4OmnngIALC6cxo4t5E3X7H2TZJw8SyUvkpiJt0g8cFZC11hPiR5hdaByr/aQPXqPPksMz3KPV9F6tUtPF4oGAkCSZbag5YBzQPrsNUr4ew3AE1lU3r/GsZXT0xRreXr+NB74yj8CACYrdOyJyyj3A6x0YWBs/oSwSOIJqLDXfZD07Hk9rfNcgU2MIsNgsiwvEivfiZdaVP2ytMANST5C2asRVsKcwRtRRxEp7Fq9gWaTvNNzs2Svwgxu3UY5DGPjE/aZieRpl2PTl5db1II0Qb05SduzzOu2nXsAANffdAsOHaT34tlDxP50WS1xxy5Skrnu+gNoM0N09bUkSbltO51fvH3RYIAhs0nyLiW20CPL+EJbu/LlWoXpkfhg7eWeLZufA/5bPgt310pz8hfyk9IANrm60BowxuQ0eKZsbqBnhDnmn2y1t8zmRUkBU5ubI+y1UQWVRvEiq8Jf9PyCgkofAKRMWWTsJYfJmSE1wvRpIxLoBkkmKpXCPLEnfBghHkoeHNlUxDHjRqIEshRpymo+RvIn+NpFQhZ57LtElesKeQsVKyNFg471AiolTKMwVqIwBMsq1Zk1EFW4jHNIorCGTLyUir77Voe9sIa8kYefPYKnDxPT4Y9NIOqLR3Vzwvc0pqcaUJwf8ZkvP4oPfokKLC/wvZlpsIeYDWZ2ooEDV+8BANSblM+ifOobTcgqUI0JBJOcO8Pzg4zHTJEmh/LyfoUlhCszlCtk82+6HfBjRYfzMmIuQZAwi4JBAo/VCSVHQXIdVhZWLCMUNlmOl5kVee/C0EeF82okBa/L8wJh7FuLK1hixkuKiEqhyOKwK6ySvPYBb1OVkh/QaDLTIzLUjaqUwRAm2JJQNieuxvv3WR671R4iO9Hi9gSWbdqsUIruj/SHntZ5DqlEL3BSn4zhBnnfFgQ1ORKAfFxdOHkMlcupuHhQm+D9ObeR+zXP85DauaDMN9heOIIiTZJ87sFnMqbcLgNllVcDke6Twr1aWzXVPpeniNotbjvndY2P5TlnSa6GCuRzXW0yGwkkhVN9LayUzOVzVtEaKkP6U621LXsgtiVjkOQYDXody0LJ/FoibCTfX8WpVWJ8Pjimx8HBwcHBwcHBwcFhU+OCMz3RMELKRckGg6HNjbDecSmYpCSOEohjyfsp10Hp8gr1ye88gk9+lL1EnLfz5JOUy7O4QMowHhSiZcqvmdxK24xz7LAwLHTucgFEm9sjMcHGWE+1BFNalS+lrFfn6eNUI+XrzxymTQt1KKync0RDPf/MPfiR5H5YTXVwezQq7LFpsEKGsFxySxdPnUCPFb+mt7BCSCB1ZXJdfyE1xLsh9TR0VRS0fOs9QxRt/jo9SpG3wdI6BUeFdVzYxBIAHFsqtVLk/ohd8bPzde71q2b0zCJRDMoNzurNN8fIu1lhFlM07wGFLisWtVeIjYn5+UhcrR/WzqheNjE5ixtumgQA7N1PeTpyPFHR0r6PgFViJqaIOdS2qB3He3vKspQSayvx6EPrbfVRkXslaRpi/3x/PD/Pv1EjtmX/KnyfjrKxEFsuFPg1aWmfzQwFFDqszBaBtQWFxStma03lTIrYoyiP5b1xQY1Kaj4YVTwc1Qbi529jtsF9ItesyYyxdaekL/Ug9ZZoDx8xEikumnI+BCv4xP0BMmZBYu7LQslDkGK52iDgd8S+l5rvQSz1HGKE7OXPrPNT2Bu2VaNsroWoBYlLXjz63V4HxqfjaD5eVKN4+z7HlJ/uDdHjsaG1sAQAWOaaHj7XnqgoH1u4ZsVCPNz0tmqMQRSn+KdvPwMA+PCXnsY8F3uUPIhdM9Tv3biPWJhr9+2AjMexKF6NRmDUmgAz2rbeSI8YH1Fxg9b5pIH7MK9JY2WD7TZcbtlioK0WfWb87CV/0g88ZKyWJv2e4lxPPYwwYHtcXuDiudzmPrND27dNoDHG+RNsHz2uHVipk+30ogwn5qn922fJrrStwcVsTKit7dr8W/7HGLcvTg3GM/p3rSa1B2lbqceSphlqQTmnUz5jZg0mmhXbRyzMLxdUvDYrFLTnWSWwIAhsvyVMhDBlmhXSlPZW1fEbcH2djMfF1uICJuaols/Q5oVxn5fkURJSuFTUXWXukDDzRn/yGJcKC5MrqtEX2s4H4kjyGOknz/ORMGvUbtF8uPPIIwCAye303inPIJGakSJIyX2b8aTPTPKxnyM5pAbhYChsvclru41EbMjrG1ZCG+Uh91lyk7orywBIxba9InWCiAWtj08CAAK+ZqUKteqUOqty6wVd9GRZhkEUQYp4d9od9GXS5/GLKTSayam/fA7JAykPZLpBnWSv28MTj1NleglzW1wg2csWL3qazSYaWuTt6FwyadIjYRyEfFGQ/wXozNgk3VzelScFSmOFK3c/9PRzAIAVlgOURZOdMaAw+ePfbJVaP7AvhhiosVVqOYHR8+x+NZ4MX3P9jQCAK/YSjdpaWrAT11CKBWqeeFh5P5OHtcmVj8hje2EAX16wLB25T5sTSuWDRGayPMlOJBft6pM+jMGqavaSlJ0n7qs82a9Gz1o6S0mOzpKkEErI4Y6cJN5mUYo0iSxFrVTeOQOFwVgWbgXYTsXkFcGbHi2sRDrbdmBJYntKGWBDDt+xwhtKwec2RkOZrJLdDjnJM01Te+8kPECBJw4iA17ooIohWECeLF50Fox+ijOkiCTJLgErpfuSmcyGbGVZHj5oowDtKkUcOso6OOyds6G6vKkxeQgcyv2BDXejwA7egRc/3kjh2DSz/T3swkqcVzxYexo17peGPEHM5DMZQqWcvDo5CQBsPUAsCeJZDAMOp+OQJMXhnxkXBTUmg+bQKE9UA3hwte+20khkQSavCt8XCS/u9gdo7CCxj8HkHABgmSckcZ8nRSlQ4f1neWGzzWcHGyfQH1w+YQtZ18JKQW51c6I/jPHwk8fwqX+iRU+rF9v+dapBT/SmK7cCAG64hhK9270oH4u4v0PGC9SMn7cfABUWMJDihrJwlZDZQki5HbNFEp/lykMvwGSFFxkeTbZEOldz6HESxTbUUtbEoqvg1XxU2GYH0pevUB8oCxyTJeh1RCCAi4tyn9paIueV9j1UeCFV5eLpUpBc5g71qm/HhrExEZWRvpXHd2VQr5Snd35QPp4xWZ5WwNskablvHW9U8/Bk378kygAolc81i6UXtJKQQglpz/sNWUyLTUvoV8ROnEz59j4uL9FiQ0KzRLxHmXzuZWxRenkehUWulZzmZy3Fb8UJlKa55LYqz0ESldgyFStLLfps0VzZnyT7D6IpVBv074wHEXFmirhNFEeACDrwfYgHuRACNSixDjgprWFE6EaEM7oKHrdVxmtZcMmiJ0sTgO99k2Wy62MkcJIPUrmTzorhnAGbu6d1cHBwcHBwcHBwcLjkcWHD2wBEmbGhC0udrvUCBpwYqK1EqEhW54lz4mUQuV+h7rrtZbs6FG/0qOxy1O8jq1dLv0loXaakWKm0EragnmwsBaWyLLWrcEkml/2TOMZjh0i44JnTFNYgEn+2cKXKco+3LFLZE1UVT7pSiCW5NpIEXYzA2C/HOAxqemZO7hQAoNmcwBjTgFPsEZJQgtxbS95Yaodnzw8Uk5s9yxilcVQqbLpZYaCQOwhzpgeJzcrm7YrMHf9kE8fLjKCnNRT75MWqhZkUb2Qcp4gHUsSMpSA5wVDYHM/LE/9H+QzbTlWgku2F5F6fIvsEkBcPyL00fuDnoafCCiRS7I4lUBvNXDrbF6aH7HUwFKYnRsxe2rBQcJJaU2R4ygmKIwRCyf7ze25KP6ZpnsyYptmlQEgCHD6WWelwj7LtkYciiGR6KhoFaU7/5+ICcrj83uZMZzmM0BS8hyobMXqRdRXJcS+D5lANKUNgw+TkIXvahtdVWHDF47CFoFJDMpSikZzMy8nBeRhfCjMkT3makic9rEgoKHtD/dD24Z6EtUm/J/fLpHn5AWHJ+LfM44KX2/Yg2cKCHvwe1FietsEjyFK7jbTFAjQcmjfNEquXTXMRYS9An9+VVpzgCVsMcXNiuTPEJ7/yJObbXPjTACGPRTfuodDrLdPkXX7sKSqGOT3ZRK9DYS1hVYplSjimPDNAiTdeGB9heEq2OdKRjDD1yvPgcRjYuKHxVFgdsdtYGSgtjCgbiJdHi+iEGXEW5QjZlmfkJiigPyzLpstYKxLRy70hZibJVqT0gcxMJOE78DwrTjA7Q0zigMeMbpfDmpLEJrP3+DokUX0YS4hdZo8JlryHHatyFjZkxqnfjzd9aLtSCkFQsXYRxUNoJeU6OFxdJKxtCFxo+xKJzJF5aMAszjAaotsm5mJ8ktiKzjLNESXqpjk+YSNJUhtmK9FAeeK/ZUkkGokZn4iL4aZZbAuE2qLNMubqwIa+LS0Q49QW4Ztj9N7Vmg0b+SHFUyRMWBj8MKzYkhgCz0ZuyKmVHSuk700zsf+cb5HfZFuR0NZWEjtGv0f9e2Nikva3U5PYbiOsKVSKs01RHdPj4ODg4ODg4ODg4LCpccGLk2aZQcyehuOtto0TH02KSm0crMmLMLHHWRo9FBnnKLYJ4drjwqOSA8PHqYQhBiOFUMW7LMnb0J6NibVJYqq84s6y1HppbMFS/jw+v4CvP0O5PJFNCBfZyiJjJV52yY0oF76Mo8jGXZoR+kBiebXW1vNfb4zzdVCLWi3yIDz37DNIhuRBqoWUuCkx9wJj8nslF2KLb/E9VZ4PPxBPZHbWVfRmQh5nr3ImQmpu2iQK/ijIBislrGX52RkFW4hLac7JGTmnyXL7tMVqxWMvsbLIvdyjOWc25jrftJCrJXllq5P8R/13dG5hAKXAWM40CcQe5V7JO9lhYYSsIPctbc2FPHJblGTOnNkZYXO0XsV22ncyLbCwkviZmk3vlSQYmHSIVGgcnRdiVMKsiOxpIUdLJEPVCGsm98+YzN5X8cBZXQ/rZcvsfoUUwdJxtdbwJKE8EIaFC31KIm9qrM17nrSHx4FAIUnEW8nS+mx/Mef6mCxClkrpA/bycx/mQdh4bZklK5ZhJfqF6Vc2WSMTZrvOwgNbKE+yPoywzB7VU1y81zArP79E/S5iH9P8ruiA2IcOP4sHj5NM9fxKG7NNYjYavp9Lu25SJGmGE8tD2Bq2AK7cSvd277ZJAMDXHqGxc7xJXuYTJxaxfY5i931m06QDNpLTA+SdMd/znM0p5vpJxyId9simKORiCqMuWdyGmXcP0Kn08bSjH0oB7wyeFGEORBpaYkfouP3+EIHkdLJ9nmTRghVmaIZRhGaNzm8lhFl8SCIyUihUOTIm5nyyIRdJbfNxeoMEff6uOxQpYHlv5N1UGPADkWNX+XomOM8qilM0G+RBDyvBmiU3NhOU1ghrNdv3FXOYJPIhL6si/VJmc3WFkZT5kox9YRgiTViW/DQxKoMusReDDjFA8dx2TG0lJrjeEKYapePIJ7WV58ws54wsz/+Wgs7SDhE58ILAsiPSWYsYkt+lIvfjmUI4znL+3NcKkxg2RCipYsfXATNY0s8nHIGVJrEtIupz6QCZOcQFlkjyf22RcTvfkHEjA0s0oM99bntIufrVGkuEGwMwO2WyLI8YWQOO6XFwcHBwcHBwcHBw2NS4sEyPMUCWoscsxnynB98r5/LECauWSSy1yXL1IPFqi3TuIFeIilu0em2wklmDldAkXlIpjUgKPIlnOC1zNUZnNo9DJKNFHEIVHKJ5qgdts8KKLF/+zjOY79C1yQrbKJGIpl08L7VeIuvJF+aIzzGMY3v+YiwnQB4lgCS9pXjl1h2kdtPnFb9cZxINUWNvUT0sS1XnDnSVs1u8nxYvpzhEkwQBx4h6+lJRcNEF+qMggShyySPyywqZ3cZ6wiW/QRg9XZRuBIob2yKlvmc90Kn1hIuiFbNDWtv9bGy42Imfs0OWqbLyprnSiZUfMrlnv9wOPy+Amialz7CQWyTnlf3E8xKyZ2k47Fm1m2IxNyBnWrOskJlUZM4KbVZQBe+NvC/lYrr0mTPGlwLPA2OQJan1+imNXCXNFsDl31i1LNEaflqwBRRZM/b8ku+bflN5oT6g4OHUyuZNZDZnkQ6rhDExmbURjxU6NX96HnsE09jmryXc4UrJgkzlJQ4Sq5jFx2OHpUp71gOtq8Se+KyWlmW51KsUFc3l0dn+uKBgEFZRH6cMDJ/Zc/GKLy22AADLaYQeq3lV+f0YcpG/+pDbCaCm6Ro7nNNzaIlyPX0puhoDh1jFabrWQJwUmItNCM/TmByrob9E92PbWIgbdxOL8+gzJwAA8yuce8Le5WYlwI4dlKeqfVG4GlFqVNr2b8bmWkjkhHSyBXH7kQHd9sMq95xLLpz0pSYtvFvCfouIp/R/ysCX98yTnB6Wj05EETNGwu9Jyu1YYoU3+ZybadrIk0aT7FLmDuJtr1R9DCNqx9ISe767ZD+LPP8Yxim6A2aB+HiSQybvcZxm6LHqm3StFWZjh8xMVoMEPWaKpifqhRIjmxTGkFKZVWbzLIttOMfK9nE8t4LJx0aP+z2TlZn0sFJBhedQCc9xRTVtZYWk+OdPHMHWxd0AgN37r6P96vWR5uURJZEoALJNhvzskmEMj+X0bV6b7Qe1Ldw8x6zSyYOkfLwYUTu8k88haF0OAKhP0jva5fyjFc4Dmt6916rOjaoQC6tklEJe0qM8vvgyx0wywMi8XBRp5QZz09MUGdvjCveZtiCrqNJFEULOi8yyNGd014BjehwcHBwcHBwcHBwcNjUusHqbQZLGONGiGMDlfgTFdQskX8dq0hccCrYolM69h0Cei5MkKWLOP0GPcnqk9k6DCz1CqbxeiLBIlumRfI0MqWddOPSBEc+QydsmalYLi3Q9x1udXL1IPFOS36GlFk4GQGJ2Q74ujtnlVfkwGtr8HN/Pa6IAuXiY5/uYmaO6Bnv27qP72WpxmwnHjjyLkOM8faGqJFZV1JVUQY1E6AthfvivJEmQSn2aSyShh5iPPHdFFeJ3S5/5Hvm2tphc2aegVJ6fY5kZydex3vDY2rLYp3ggtc63FXuQ/CtPcghsQVRVkLAva+NnyGBU2WMnHiFr72kGzXHjYsMS5yy1eMIwtB52yfOpVul9q/F7Fw36Nv/IjHAvWbaa6bHicyMeRd8YKMl9E0ZNNi4cV46ZJMklkdNjDPVb9nmazHq5jM1fSIsfgNbIxP64D021eDbFRhSkB5DUKzViT77Wtm6YVQ2UfaSBWsMTNmhEOEtqL3i+trmPaiR23fM1JJ0w45h4Bc53zDp8GAPFNVbERsSiMmZlTJLmzKcUKWW7ljEoyoBul1WwWhTfHvP1dE5TDHk/jtAX1bYK5xhxrZetdWKHJoxGlxme8Qqdc3mR2IxFjkkPa+OY4/0um5jEQ94FT6+9oMgyg94wRU0U23ZP4dRpGjePnaa8lvExei6DHj2D267fjZmZSQB5ng0kN7aU8zfSd1mDlXcij2YoFpwmcN+oNJS1d343Qjkns99ZBo/nDr49tLbt8/xy7TRbKJm7rTCsIObxePFUq3h61EJq2Fg9sIXMRQ1rcoLuS7dLB+oNIgw5l2e5Q/eq06fPBWbLlnt5/ydvZovrSE1wztB8J7I5PXI7aswCDFlxsRZqW/A0SQ1iW3Rrc0IpRXlXRvqRzEYqSL6gjHW2pmSWIWD2usrMjFVXFSUyP8+LtvM+ZoqE5e13ezh88AlqCD+7y64ixkfbuj1AwoVPDduAz9EVombs+QECrgMobLbNkQfs+1FltcIaF0x+7hjl1CV9oHLwaQBAY5qiiUTJcJyji04cehqN6ZnS9QjTE3C/6AdBQQGxXKBaojZoTiH27hW+A/KIDoNen+b1vW67dF9lPtscn7TsT7/fLYxHq3FhFz3GYBgnWOpJtdeskFQqCXVShDMPXbHhKyOhFPnkxxQmkZ49NlA2TBtGlkk4DLerEPElRUAl6de3k1QePE2GlBPBhG5+5DkKXVjo9m2F2DCQEI6gdD2BH9hkRnnIcs1DqWqfxqWCakDeodc5WWvb9h2YniV6coUT0YZsGLYgFBQaXEm3EoigggwQ+XHzSuvlUBfpCLX28vAVGIzMXTclsszYxQtMhnx+zQOZkbAApnaVKhQjLeuhKhteplfJSGs78ZOQsRieL4mAufgF/Saha7lktYRySEiIhCtlZnUiv+KO3Hi51LCEKimb2ZuLDWS2AjWHuck1i1RwmsKDyLeXZbXrHGa6vLyUS7TbeUo5eZ7ujdy78qQ3K4S0iYSryMba8KuC7HJSlA69BBY9ANtqmi9aEhbJ8DnEIrNODf5M01wSVRaSWvpLKUKXx/EqCZkc+TvLTGGCKSF1/Byt9H9md/R0+X2wTpUsQa75IYt4aZefL1ysI4onoWz7gyiy7gXPZ9lSli/1+foaYQUVaYdMYiQsjW1uvr2Cr51oAQBW2GkVVsmeY5YUDgONmrwqXB0844nOaU54T+pj8EKaSKBNg3SVBRqumqWq51PTWzHJi55ht10S9diMSDODTi/C/m20MPSQ4Tgn8VdkjGWbEcnmHdum0Jyg7ZWWUCJZ9PDEKMsKYj/8Id2vjKG53sYZP1Vh8VQoX0+HkWRwY8DWBS8o9/8GBikXJ42tCBLbmZF9fAw5jO0EL/gGCf04x3Ld9Yq25xMpYjXS1larh16fjr3QpgmwhLLNr/CiPUpRZ6eVdKHi45XF1DAx6CXSd8o7Sn/32hxq6Gt0BrngSJJu7kUPlIIOAiuj7Hu+lXhOeH4mTmsZgwM/zOeWMm4lZXEoHfhWzto6PjkULuSxszo9bcf89jKFcT33xMPUDp5PNsen7eKpIosNboctTlpwaCpPipaLneaLOJkn1njRND5LTvSFE8ew8vkvAACuuv17AAC7b7gBANAfUJ/Z67RRZcGRCvd12UgYPJRn40Dl3tlyHuIQMCYXMLBetTxkjX6g0gUAbHqHOHurLDSjlcKgT310HA3P6vDc3D2tg4ODg4ODg4ODg8MljwvK9CSpwVJ3UGJ6wCtbSULKk2UJxRWbDeFgr1jIYgVxNECVqWgpZjrkVXWdV96+72M0B8/SvzZpuihDXWZaimyQhNs9d5IS0R47ehIAMSJSYFQ833JK+Tus160HWrwCskJPeTVc8QMkihN7xXPAHvgGMz1zc9swwUWuAj52ZXwCADDokzdp0OuguWUSQC4DqjNJHhahhDzsL7FSsuylsEVYvTzpPM1WhSltOhhhGOXPPHnQjDA9VrQAKg+/KhpLYSOTZTC67NXImR+26apGkJEHx9qHeA6LlG1eTZLbw+xeVigQNloEtHAuBSngV5YlFi9IZoy1c4G0MZfLNvB99hDy/iJyIOFtgR8gZUlfM8LMFCWsc8EClLYR75jWKg+vgoTwSdieeK6MpdHj+NIIbwPIE2xsCJuGpyVEjVkbK7HP91/lQgFSJteI8ACPCDo1OYkj8tPyAIp2YUMnrXudv8/svrZEgC2EmP8GkH1rCS1S0gARblG2oK9mcQK/ISIx1M8tdpYwMcHeRi5QadgzKu9rnAE+S6texjbbYNYgXSHvZU352L2FvJ1PsuR6KiEpkyxs0FpCxoX6AjavKQ7LOtWmELgTwwHATKfHScsDDkW5bI4S8yfrY4j4mludbkmKdjPC9xRmGwF2TdO9OnqiZRmMqi9sHPV7c5P8DJME/V6vfCDL8PDfmSmEEY+EXtvXX63qL1cNYRly5Z4RoR4behwElqX0C2G0AEeS8LtkRYjEznkc7XeGWFopR2NUfQlrC+0VCOOlWLZ9hVnGbp8L3g5iLPeY2VlmZofFBnqR2Lux75D0s40qMxOFEOiUmdnQl8gW+mTSCv0os/LHxsD+ezPDZCYXzVJ5Yr7YTmBDLWUel8D2eyNRlHlKRZqXdxgRjbElBjyTM9yMARfllIiHzvIypucowiecmgVQCF3jPjweRui1ab8mC7OIfHqaJoiYrenzNgmHoM1ty+Wye12y04jnKyePH+V2sAR3rYaYmZUVlp8W5svnebnyfHjSD0sUzKj9KGWZL7lXwlwFXBQ3SVPADEv3ymOWS+ZGS60FBNx/+GH40pmeVquFt73tbbjmmmtw7bXX4stf/jIWFxdx5513Yv/+/bjzzjuxJDUKHBwuEpydOmwUOFt12AhwduqwEeDs1OGF4gUxPf/m3/wbvOENb8Df/M3fIIoi9Ho9/MZv/AbuuOMOvOc978Hdd9+Nu+++G7/1W7911uOkWYZWf4iFHsWhZlC5pLRN5C7nCCjknmqJlZXfmg2Kg21nsfUUB7xKFNnmZfbY1RtNQHFCnpWNFO94atsgbJD2yt56Vcgt6A/p2I8eo2TXDrtF/KBik7lk1RqJTKokZaWZ9RTISl+8tEXvgM/HqTFzFLMncGJyEgCw98qr0Bgj72PEK+1du0i6+tSpU9x2gzGWqg5U7nEAgJjj/qFzj5AtEMttt3kihUKFWYEBWW84X3ZqYJCmacETo3KWYrSqXWlHm6XAm0gcesETaR2O5byyojd9tBipMezVEG9+MY49b7RtO0AMkhrxfFpPf5YVGBX69EZYHFPIt5PcntF3NIkGhfD3svx6yF6XSqWO9oA8QtkIY1UqVrpKlECVtonj2HpZRSlUEuFlj8wYKw+73oUMzpetwhikxljT85BYhkZSn1KU+zJAIbUJ/7yx9EFCxnh5TpvcbikdYCRJQas8F8wydcI8Ss5aztDJE7Yx33IJmYFnnyUfm5+jpzwrnS7avVJzslmfBAA0JuawwnL9pzhPp7ciRR/JY9mPhlZ04Slm1newXW/nUw5mtuN4j/Y7PaD9fM1y1opzM/0AIoaeLbcAAEuHDgEAji+T5GvQrKI6w15L7qP92R0AgEPHqDBhkDyDPuf7LHSH6A3yYn3rCefLTquBh33bxzDgsT+OEoQ83sj7vGWWGJ7xBn2RDHvWM2yENWF5WxRyfkdzXooZq/ZzlOkZ1eMxBkZkw2XuYdlQySVLczGZvIoytRV5IrfkQIqVS27C/GIbzx5hyd8p8oY3OGdMbEp7ni1GGvE7sMzCDissR73SjbDcpd9azPhEVvSGW2xUXiaD21WvlKNPmlUfKd/PsRpHoojXnTcaxqnNBRom2aYf+wEuqMy50J7nlfJ2gXyslPmSQaUQcSERCiJgIDZk8kgFycMdyckpEYzS9/K2kk8bRz2cPkGCA3Gf+ropZn6aEyQvbUyGk0cO07F3c/5Pna4nTSIbCXTyKG2TcH9YCTm3Z2IczfExaTYAihoCgGqD3tFKtWIDWuycMqLjBJnIUlfz+bPVeKePmOW2TfH6eeOh5OZY8QWFgchz87sVMTul0nxOBJ5rd7u9szLnz8v0LC8v4/Of/zze+c53AqDJzOTkJD70oQ/hrrvuAgDcdddduO+++57vUA4OLxucnTpsFDhbddgIcHbqsBHg7NThxeB5mZ6DBw9ibm4OP/MzP4NvfvObuPXWW/G+970PJ0+exPbtpESzbds2nDx5cs3977nnHtxzzz0AgEGcwtM6l/9VynpjU1uokP9OhH1R8K3HuxxT6YsKmtYI/LB0HPmU5XOaGavsJivLbMQDqo2x34mKmyc/FkItl7q06jzOsbbQEoNYscoaonIiMZCi3pYkQwDlglOZjceXgqzGehMCXiGPN2jlfSXLU2/fsQtDXllLwbaxMcrpefrpp/l+ZbZwlcR95uwFr4QVLNMjHlXriU9zT7zcT630KifZesD5tNOlpSXESYpwRPITKDI05buglba5PLK9ZQdtogwKUjwjOsBFhsYWTyxvKp52rXWZJVkLaxSRE+aGCn3mCn909nJcvCpdqyQujcQgK4V4yAorFZGtFDaG/q7W6mi3aBPxKAljBduGgufUxkaX1W+SOAUgBRxFJltyg+jbNM2sh204jK3Xbb3hfNpqr9eDSRKr0qOQQqUcv62FyWavo2WWs0L6Avc9vniKQ/4hLrDW4iXnvpT7Xa2VlVz3LXNEEDZdqdzjLH2gnFueTxRnBZaUvgv5XHU/VzyUHZUUW+yTPXi+hxrnAlUG5AEcMItSYRY+GUZW4U7i5ocN6i9XWGZ9vj/Ek6eJiRmwnGvKITGZ2HmWohFy/832lzArhIQ8qMNWhIyVPb0p+pxlhSTZNu3HiDiXKEyUZdjWE86nnQ6TDOO1EEePERsWekCdZZq3zlDExg7+3Do3CQCY3TKD5jirt4llCUtYVMcS2xnJoSzQ6oVWjY5eBTZIvMMiHz7SNwM5a2lZdJu7q3JlM0/y0TiXhyNDev2BzZeNBvRdk+1MAkuUUjYPrc8MjyizHZ8n21noxog5F2fA9i3sUIWZhSix/K4tWjk5Ru92i2Wup8cqVuBushlyW+l41aDA3PP9a1b9PK9vHeG89qf9AYJK1bJ8xhhUpBzEiPqkjHVAHgkjBlKtlZUmobRlKSQHO7WlU7h/9rw8p8eOe6x6JnO0QNvzLnNx0zYXN92xey8AYlxOsvy0z7nuVc4xHPS7WDpNkUDRsFfaBoX5jpxDxn7P2jnnDUXDgoy2XCNvw7aZRDEiZrB9KZYqaaHM3GTGQPtlpscqygrLFScwUqid5xDtFvXLte3EoFdrVTsXydJ07UgcxvMyPUmS4Bvf+AZ+7ud+Dg8++CAajQbuvvvu0jbFidoo3vWud+GBBx7AAw88gFq4uWsROFw8nE87neQQQgeHlwPntU8dqdjt4HC+cD7ttB54a27j4PBScT7ttOH6002P512F7Nq1C7t27cIrX/lKAMDb3vY23H333di6dSuOHz+O7du34/jx49iyZcsLOqFXzI8w+QrSxu5LnR6J/y+E5llWiLcJAtm3UJOEP0X7XGIiTZZhyLG14mFMR1aUdIyyVzsd8XbHaYZjiy0AwEKnX9pfK22XspLjIIh5xa6VRnVEcUuKU63l7JMV/q7LdwMADtxyO117tYnWMnklPaYEwgrn/3B8+0S9hjp74E0hJwcAdIFRS1nFKM/h4fbx/TLUcG7QauGb9YDzaafGAGmS5cXligyNrWVEf9p8hQLzIx4LZXNwxOsDq5KW1wAq21dqsoJHaYSJ1LmPQv4tbFxaiHG37RhVISqwOGpkfz1SANUYXaiVU7bMPH+uardPmHX0Q4lTpu/rtTq05lon8WhRYLkFZrVRjSjgmczYmGF7HVW2bZsGktkcumEUr9ucnvNpq0kS48TCKVRZ1XGsVsnra9mib9LfWMqwUNtEWDe2Q50z5LbwoihVCdPOnsHQ9y2bmUoCkX0fpH9J0GVvX1fqVAhtzs8zTWLrZa+y6l+VD5SYHhTbVCBMNNtfxAVAYYCgSn3fzBgpWtYU5UyIalGcpbaD9fjYEasKnuSCd4dOPYd2b5nvGcXH19mO+x3ysseDAbo+x5fz+NPngtg+pN5aiiHnWfrcxy9xvDw7gBGEQJ3t10u0ff/WE86nnWZZhl67a4uGj9UCzHHRzR1zxOZsF4Znhhi42bk5VBrlorNIWcWpWG/OJhdkxZ8KOY0KKP073zbP9clVSVdPji0Nk/dHNlUjT6DL5xGiuknn6HEeU7fTw06uUyQ5SR2OGhmfyCfbPS4ienqRPPFcSgcnWnTtS/3U5gKFbN8BszljNbKplV4En/vmcc7XGeN9BgM6d73iQVJOGlywVCtWvWWlt94wsbbpe5vfTo3JEA/6UL7k4xoYnovWG6yAq0cX8BpqpIi8HaqVKOXlrI+N7MnS0lGyLIVSldJ31s7tUGaQCnNvnwUd99TRg3JSy/wtnSLVNV1gl0wiNSMlB41/s+pp+fXJ+D46rsdxjFDsHSO5vmz/2uT1dQJWdJNIDMmZUlmS120bmYvInFNp385FZJyLWUEz45qZUZpwNAi3/yyM5PMuerZt24bLLrsMjz/+OK6++mrcf//9uO6663Ddddfh3nvvxXve8x7ce++9eNOb3vR8hwJAi4gozZP28kr34E8Jo8o7GrngxErzcZKXFE3MUtthCXUoSVCSUG0MkCVS9FFkm3lg9PIbpEYmoblsMH0OhkOcXCKpvwGfo8ILC5LsK8YyFYzGho7lcohyzNiGnqV8vIoNqxNDmpikQbg5PgkA6PUjdFikYef2rXytTJXzPRjEMbh/y8NZPNtbc3uwqiCrN0JtZsbAY+pS69H0+PWB82mnxhgMkwhhIhWUfVtMNC+Uy89X9kGWFyGVnD3p+ex9LKydRo4j9qu1V2Bm1x6ESxLPMiBp6dRWJ/CtKlJaCCsdLYIrspPGmFWLHlsx2YoLDFERaWoJGeV9NHeolUrVhpPKwj8bETLIjLEF/EYXeHbBpVTuJJAicbKNSHUmiXVsDIeRLWa83nA+bTWKIxw7cQSVKheKazaguVtvisOD70OjJkmodSsrmtoBS8QC2FlUrdlFj2cl9ekz5gTcOAxskrSUE0hsP8nPod/HaU6CzUTcgs81piTBugqTcmgoV4jvSF8/jK3Ygm8TfqW4HzVZKwXNkr0SAhrboot8o5RGj4sMLvIiZ5EXOCeXKNxjsLKISJwanChb5ZDhG3eQ06kRVtDnxdriCu3/OAsY+BKBhQwDtsPB0WN8r6hv3rqNJGRv3D2NwQI9g6WOwrefXH9REOd37DfwTYq5CbKBqbEqdnA5hbEmJ1A3Obmf7Tb0/NzRIx1nVq7EbtIMatQpk5/yrO2h/xacnKvEDsoLearLLX0y9z3F88p3vFvE70truWOP40t/zTLIcbfHP9FOg2GCVofti8PQYj6eFDJNs9zJJjLUtgApy8KHnkKFF0IiYBAn0o/TtoGvMDNW4bZzWNa49Nu0z3I3smNEmma2wPB6wvm0U6UUPN+H5j4uiyPrPMqLborzUBY4xRQM2sROKWXekKWFMb8cul10bkqI1mit4tKsyxY2Ly827Njr+faYtiCqXWAp+zxtiLwVlpF9ktxFIPZqpABqPl+RcHVZ0NiQeRH7qFTztIqsb/cDAMP7ekFo55/irA95QRSw3PWg17ELMXE0yZjWXV7mbcO8vEuWlct7jOAF9bS///u/j3e84x2Iogh79+7Fn/zJnyDLMrz97W/HH//xH2P37t34wAc+8EIO5eDwssHZqcNGgbNVh40AZ6cOGwHOTh1eKF7QoufAgQN44IEHVn1///33v6iTBaGPXbvmoJ4gqTwYY5kH8RSnqRQjLHh6VdnLLqzJljliOJ47fAiRJHyBVuhD9tQ1OUYzDAMoDuPy2UWYZbwKZhbD014hmUrCjcruon40xElOQJUQDtk2SRJLw2fskYqYhotEzs/3cyk+m4ApHhxhhzy7XyjJv6nI8bEE6yDC2BiJG2zZQsl6HQ6z6LPkXxhWIPUAxUsecmiKhKUoFPJAxfPO1yqMkVbKyoT7+syxsRcb58tOjTEYRhEqEYfVBD4UexiUDbsS+6A/lTLInWAiDiDCBsygmTwMU+SjRRZCFdyTZ7q/RcZmNOTMnvksz6YoTDDK/uR/F7xX/MxHi5TaNqSpfc8qHFopDI8cT3tegekR6eqyCIMxplB4eOQk1lMGKx5hww45WVzCVOM4RiRMT7R+hQyA82er8AKYiVm0mSk5sthHyt7jMQ5Z8TjUqsKsRa05Bi8g71yfb9EE96mT1VyAwgjrw8yMvZ8SfRBULHszyIS15mcjBRnjJA9rs+wo2cwCHy5stxFzXyxFpcHJ33GcwmNPYpM9f3Vm9ppcrLRarSIUmVQb6shF69ijuBT1cZrvwyCizz6H9klB6xgKhvtUjE3Sdx6zU3X6frIxiZALZj5xlJKFO1zwuQtmhus+Qs5f7Z9o0f1lr+yBy6k46ZZmFTGHfsz0PVTWab7r+bLT0Pewc27M3peJ8TqmpynUSwoaSziWVwin8kMpMst9EHuDFY+nSFMbKmZDhfmcJR2Cka7AjP7DGOteH5XALuokSK9ro5dsBV9tZbWFgbbRIRzeFg0jBEwBhBW65nqD30MuPNodpFhYoe2XuyxVPZRQe97X9+y1pTwAif0MI/H2A5WgPG9a5lA6YSWatQCSN2/DsiR0uZKP/UN+p2uVAIE/QkGsE5y3/hSkQ5Hy/Etpbedl4OR7iVH17NikrOS4FUAopFUQVG5XNqKmHMY1HAxzSXTLbpfFt2BMHoI+ErEph0+SvISLzBNEYAvKWFpQ6dFnKYxWRiHHyEPNRMxGwtu051nJbRtxxS+KFL7OkhQp9+N6JJRO5t7ZILLzJJF2VzZkniM6lM7DBG1oYXm+UizRkUTRSy9O6uDg4ODg4ODg4ODgsFGhzAXM9p2dnUWj0cDc3NyFOuVLxunTpzdUe4GXv82HDh3C/Pz8y3b8i42NaKfAxrNVZ6cvHc1mE9dcc83FbsaLwkazU8DZ6kvFRuxTnZ2uhrPT9YmNZqsX004v6KIHAG677bY1acj1io3WXmBjtnm9YSPew43W5o3W3vWIjXgPXZsvTWy0e7jR2gtszDavN2zEe7jR2nwx2+vC2xwcHBwcHBwcHBwcNjXcosfBwcHBwcHBwcHBYVPjgi963vWud13oU74kbLT2AhuzzesNG/EebrQ2b7T2rkdsxHvo2nxpYqPdw43WXmBjtnm9YSPew43W5ovZ3gue0+Pg4ODg4ODg4ODg4HAh4cLbHBwcHBwcHBwcHBw2NS7YoucTn/gErr76auzbtw933333hTrti8Lhw4fxute9Dtdddx2uv/56vO997wMA/PIv/zJ27tyJAwcO4MCBA/jYxz52kVuaY8+ePbjxxhtx4MAB3HbbbQCAxcVF3Hnnndi/fz/uvPNOLC0tXeRWbiysd1vdiHYKOFs933B2+vLA2en5xXq3U2Bj2qqz0/OP9W6rG9FOgXVmq+YCIEkSs3fvXvP000+b4XBobrrpJvPII49ciFO/KBw7dsx8/etfN8YYs7KyYvbv328eeeQR80u/9Evmt3/7ty9y69bG7t27zenTp0vf/dt/+2/Nb/7mbxpjjPnN3/xN8wu/8AsXo2kbEhvBVjeinRrjbPV8wtnpywdnp+cPG8FOjdmYturs9PxiI9jqRrRTY9aXrV4QpudrX/sa9u3bh7179yIMQ/zkT/4kPvShD12IU78obN++HbfccgsAYGxsDNdeey2OHj16kVv14vGhD30Id911FwDgrrvuwn333XdxG7SBsBFsdbPYKeBs9Vzh7PTCwtnpuWEj2CmweWzV2em5YyPY6maxU+Di2eoFWfQcPXoUl112mf17165d6/5BHTp0CA8++CBe+cpXAgD+4A/+ADfddBN+9md/dl1Rxkop/OAP/iBuvfVW3HPPPQCAkydPYvv27QCAbdu24eTJkxeziRsKG81WN4qdAs5Wzyecnb58cHZ6/rDR7BTYOLbq7PT8YqPZ6kaxU2B92aoTMlgDnU4Hb33rW/He974X4+Pj+Lmf+zk8/fTTeOihh7B9+3b8/M///MVuosU//uM/4hvf+AY+/vGP4w//8A/x+c9/vvS7UgpKqYvUOoeXExvJTgFnq5cqnJ06bBRsJFt1dnrpYiPZKbC+bPWCLHp27tyJw4cP27+PHDmCnTt3XohTv2jEcYy3vvWteMc73oG3vOUtAICtW7fC8zxorfGv/tW/wte+9rWL3Mocch+3bNmCN7/5zfja176GrVu34vjx4wCA48ePY8uWLReziRsKG8VWN5qdAs5Wzyecnb58cHZ6/rBR7BTYeLbq7PT8YqPY6kazU2B92eoFWfTcfvvtePLJJ3Hw4EFEUYT3v//9eOMb33ghTv2iYIzBO9/5Tlx77bV497vfbb+XBwMAH/zgB3HDDTdcjOatQrfbRbvdtv/+1Kc+hRtuuAFvfOMbce+99wIA7r33XrzpTW+6mM3cUNgItrrR7BRwtnq+4ez05YGz0/OLjWCnwMazVWen5x8bwVY3mp0C69BWL4hcgjHmox/9qNm/f7/Zu3ev+bVf+7ULddoXhS984QsGgLnxxhvNzTffbG6++Wbz0Y9+1Pz0T/+0ueGGG8yNN95ofuzHfswcO3bsYjfVGGPM008/bW666SZz0003meuuu87e1/n5efP617/e7Nu3z9xxxx1mYWHhIrd0Y2G92+pGs1NjnK2+HHB2ev7h7PT8Y73bqTEbz1adnb48WO+2utHs1Jj1Z6vKGGMuzPLKwcHBwcHBwcHBwcHhwsMJGTg4ODg4ODg4ODg4bGq4RY+Dg4ODg4ODg4ODw6aGW/Q4ODg4ODg4ODg4OGxquEWPg4ODg4ODg4ODg8Omhlv0ODg4ODg4ODg4ODhsarhFz8uMz34W+NKXLnYrHBzODmenDhsBzk4dNgqcrTpsBFxqduoWPS8zLjWDctiYcHbqsBHg7NRho8DZqsNGwKVmp65Ozzniz/4M+J3fAZQCbroJePvbgV/7NSCKgJkZ4M//HOj3gVe9CvA8YG4O+P3fB17zmovdcodLCc5OHTYCnJ06bBQ4W3XYCHB2ujbcoucc8MgjwJvfTKvj2VlgcZEMa3KSPv/oj4DHHgN+93eBX/5loNkE/tf/9WK32uFSg7NTh40AZ6cOGwXOVh02Apydnhn+xW7ARsSnPw38+I+TMQHA9DTw7W8DP/ETwPHjtJK+4oqL20YHB2enDhsBzk4dNgqcrTpsBDg7PTNcTs95wv/0PwH/+l+TYf3f/zcwGFzsFjk4rIazU4eNAGenDhsFzlYdNgKcnRLcoucc8PrXA3/918DCAv29uAgsLwM7d9Lf996bbzs2BrTbF76NDg7OTh02ApydOmwUOFt12AhwdnpmuEXPOeD664Ff/EXgta8Fbr4ZePe7KS7yx38cuPXWnFIEgB/7MeCDHwQOHAC+8IWL1WKHSxHOTh02ApydOmwUOFt12AhwdnpmOCEDBwcHBwcHBwcHB4dNDcf0ODg4ODg4ODg4ODhsarhFj4ODg4ODg4ODg4PDpoZb9Dg4ODg4ODg4ODg4bGps2EXPD/8w0GrR///jf8y//+xngR/90YvUqAuI3/5tSjw7cAC44QaqqLu4CDz+eP79gQPA+Djw3vfSPv/b/0aVef/Fv8iP89/+W/67w/nHpW6ny8uUKHnzzZRc+Sd/Qt8/9BDw6lfTdzfdBPzVX+X7vOMd9N2/+3f5d7/2a8B9913Ill9acHa6tp0CpHS0fz/9X1SPhkPgDW+gvrd4v971LuAb37iwbb/UcKnb6pnG/sOHgde9DrjuOrLh970v38eN/Rcezk7X6RzVbHAcPGjM9dfnf3/mM8b8yI9crNasRhy//Of48IeNed3rVn+fJMZs3WrMoUPGtFrG/MAP0PfvfKcx3/qWMb2eMa9/vTFR9PK38VLHpWqnv/7rxvzCL9C/T50yZmrKmOHQmMcfN+aJJ+j7o0eN2bbNmKUlY775TbJPY8heWy1jjh0z5kd/9OVpn0MZzk7LdrqwYMwVV9Dn4iL9e3HRmA99yJhf/VVj0tSYV72K9nvoIWN+9mdfnvY5rMalaqtFFMf+Y8eM+frX6d8rK8bs32/MI4+4sf9iw9np+pqjrkum57d/G/i936N//y//C2mOA1Rl9h3voH/v2QPMzwPveQ/w9NO0Yvy3/5Z+63SAt70NuOYa2n4tfbr//J+B228nz95b3wr0evT9yZPAm99M3998M/ClL9H3f/ZntAK9+Wbgv//v6bt/+S+Bv/mb/JjNJn1+9rPAa14DvPGN5HUBgP/uvyOpwOuvB+65J9/nE58AbrmFjnvHHUCWkUfx9Gn6PcuAffvyv9fCX/4l8FM/tfr7++8HrrwS2L0b0BqIY7oXvR4QBMDv/A4VrAqCMx/b4cxwdvr8dqoU1QAwhq53ehrwfeCqq2h/ANixA9iyhfYNAqDfp+PFMXmH/sN/AP73//0FPRKHNeDs9Nzt9JOfBO68k/6emqJ/f+ITZKe9Xt6nAsC///fAr/7qC3okDmeAs9VzH/u3b6fjAVR75dprgaNH3dj/csDZ6Qaeo56/9dP5w5e/bMzb3kb//t7vNeb222ml98u/bMx/+k/0/e7dxpw+vfYqenzcmMOHcy/cF76w+hzz8/m/f/EXjfm936N/v/3txvyf/yf9O0lo9fnww+Q1OX2avl9YoM+77jLmr/86P06jkbehXjfmmWfy32SfXo/aOz9PHsVdu/LtZJtf/uW8DZ/8pDFvecuZ71W3S15J2beIn/kZY37/9/O/f+u3jLn5ZmPe/W7yCq0nb8NGhLPT57fTlRVjvv/7iclpNIz5yEdWb/PVrxpzzTV0H4wx5t/8G7LT3/kdYx580HnPXyqcnZ67nf72bxOjI/iVX6Hv4tiYn/opYw4cMObP/5yYn1/6pdXHdXhxcLZ6fsb+gweNuewyY5aX6W839p9fODvduHPUdcn03Hor8PWvAysrQKVCsf8PPECFk17zmuff/7u+C9i1i1aOBw4Ahw6t3ubhh+lYN94I/PmfA488Qt9/+tPAz/0c/dvzgIkJ+u7Hfzwv6DQ9/cLacMUV+d+/93u0Un7Vqyj29sknga98Bfi+78u3k+P+7M/Sqh0A/st/AX7mZ858nr/7O+B7vmd1m6II+PCHqd2CX/gFyqX43d8lr+Sv/ArwR38EvP3tlDPh8OLg7PT57fSTn6RrO3aMbO9f/2u6X4Ljx8kr9Sd/QvcBoPjdhx4Cfv7nc+/5r/862el//s/Pf00OZTg7fel2OgrfB/7iL4AHH6Rree97yV7f/W7y4H74w89/TQ6r4Wz1pY/9nQ4xA+99L+VLAG7sP99wdrpx56jrctETBHST//RPge/+bnrwn/kM8NRTRNk+HyqV/N+eByTJ6m3+5b8E/uAPgG9/G/ilXwIGgxffTt8nag+gzyjKf2s08n9/9rPAP/wD8OUvA9/8JvCKV5z9fJddBmzdSob8ta8B/+yfnXnb979/bdrw4x8nSnLr1tW/PfggUYhXXw389V8DH/gA0a9PPnnWy3UYgbPT57fTP/kT4C1vofChffvofn3nO/TbygrwIz9CC5pXvWr1vh/6EA0unQ7Z5wc+QFS90PwOLwzOTs/dTnfupAmA4MgR+q6I//gfKfH2K1+hCchf/RUN2g4vHs5WX9rYH8e04HnHO8ieR+HG/vMDZ6cbd466Lhc9ABnR7/wOrTJf8xrgP/0nehBKlbcbG6NY7BeLdptiYOOYVtGCO+4A/q//i/6dpqTq8/rX041fWKDvFxfpc88eWu0DtGKN47XPtbxM8eD1Og2kX/kKff+qVwGf/zxw8GD5uADwP/wPwE//NK2CPe/Mx/3c54A3vWn1b2eKoQRy73kc0zUC5HFwk8kXD2enZ7fTyy+nuF2AYpEffxzYu5c63ze/mSaLb3vb6v3imDyVv/ALlOMj9zNNyx23wwuDs9Nzs9Mf+iHgU58Clpbo/5/6FH0nWFoCPvIRsuNej/pRpchmHc4NzlbPbew3BnjnO2nS/e53r72fG/vPH5ydbsw56rpe9Bw/TrTh1q1Atbo2bTgzQ9TZDTfkSWIvBL/6q8ArX0n7XnNN/v373kcr9htvJC/zo49SYtcv/iLw2tcS/Scdyr/6V/RAb76ZVsjFlXMRb3gDreSvvZaS2sSrPTdHCWNveQsd4yd+It/njW8kD/fZaMMPfhD4wR9cfd5uF/j7v1/b03PffcBtt1Hy+OQkUas33kir+ptvfp6b5rAKzk7Pbqf//t9TouWNN1Jn/Vu/RRT8Bz5Anemf/mkuXfnQQ/l+f/iHwF13USd8003U2cm1Tk6+8PvnQHB2em52Oj1Nv91+O/3/P/yHcpjGr/wKXYvWtBj6whfoGJJI7PDi4Wz13Mb+L34R+K//lbzv0qd+7GP5727sP79wdrox56jKmLV0IxwuNh54gFRBvvCFi90SB4czw9mpw0aAs1OHjQJnqw4bARvVTv2L3QCH1bj7bqIvi5Smg8N6g7NTh40AZ6cOGwXOVh02AjaynTqmx8HBwcHBwcHBwcFhU2Pd5vQ4ODg4ODg4ODg4ODicD7hFj4ODg4ODg4ODg4PDpoZb9Dg4ODg4ODg4ODg4bGq4RY+Dg4ODg4ODg4ODw6aGW/Q4ODg4ODg4ODg4OGxquEWPg4ODg4ODg4ODg8Omhlv0ODg4ODg4ODg4ODhsarhFj4ODg4ODg4ODg4PDpoZb9Dg4ODg4ODg4ODg4bGq4RY+Dg4ODg4ODg4ODw6bGS1r0fOITn8DVV1+Nffv24e677z5fbXJwOO9wtuqwEeDs1GEjwNmpw0aBs1WHIpQxxpzLjmma4qqrrsLf//3fY9euXbj99tvxl3/5l7juuuvOdxsdHF4SnK06bAQ4O3XYCHB26rBR4GzVYRT+ue74ta99Dfv27cPevXsBAD/5kz+JD33oQ2c1Ju178Cs+oOhvpZD/m/+hFH1q/jTGwMDwvyEbE/jvzGRIo4T+nZjSb/bcSsHzPPq3pgMkWbpqUzlX/mFKpwTUqvMrPp728i9NxtcDL79W/sfotSqlS9soqHz7kXZlWUafyFCp8bErvLFHvwUhHU/7BlrTv32vyvvJ/fD4ew8eNTy/H4Y+M77hyii7YxSlWDnRQX95gI2CF2urM7OzuHzPnrMeU53115e237ke+2IgTdlW2HaCIOBfLv5VHDp0CPPz8xe7GS8Y59KnzsxM47LdO/N+ExrDKAIAHDp4CAAwHNLfed+qV/Uvqzq1AuQbY7LS38VDjLrOpE+rVSpojo0DAObm5uj8evTk+c75cbi/S1N0e10AQBxTH7+41AIAJHHhuviCKgENab5P5zdZfmy55jSl71LuS33uI1WhXeILTNi+5Wo9rW37pX+02yYZb6PgB+Wh1ZiRMWzkt25vYJ/besc5jf1aQ3v5PSnb39p9hVIK8kjUaoMFwPODEZuR8VWek9Yas3MzAIBKWAEAzJ+mfmEwoHEsy9by/Z7NH7zW+/Ji+rxz8jWv2vvMb9JLPoU9SPEwSZLY92Yj4MXa6vTUNC7buRPlPon+vbK8CABY5v5H5laN5hgmZti+qrXS8bKE+qzhYADFgVVeSO9BEL74sdIYg0FvCABYai0AANrLS9QOPp5SxSPKRFYmqwrGPj9+X7iv1jw/hgHSlNoNj46Z8BGjYd5H1ZtNAEC1VuOrkHmwzGdV/pbw+WW+4Pl0D1aWlwG+jxMTE6W2mpF9gcL8l7/zdB6slncDBqdPz6PdbmMtnPOi5+jRo7jsssvs37t27cJXv/rVVdvdc889uOeee6iBvsZlt++1DVXawGi6CSHfhNEFQWJiRElUuirFk3St5IIV2q0VAMD8U9SZ6YyO1xyjBzPVbGKqOcbHoQd6aOEwAKCXyaPRAN9UeegpT+aU3GTfh8cDasb71RvUkdbHNFo9MkB/2AAABJo+PU8GYx8+X2vok0GF3BHL357nwWfDyXi1MUzI0Dv9DrV50EOtQdtffitNKoIr+tSOrXR/prZ52DK3AwAwOb4LABCnvAgK6gCA2eYUZuv0wi506SU6EdE9tIN630M64MG/n+Ked/wNNhJeiK0W7bTRaOBzDzxgfyuszUvfnenvVR2O2DTyeFI18qntpmbV0dfqEi/+kgJ47smHcf9f/iEAoLt0EgBw82v+GQDg1jt/HABQH5u8KG0DgNtuu+2inftccC59apZG+Km3vgLjkzRgjI3NYYEH5Xvv/QgA4MgRGqwrFeovatUqPHG4SF/Mx87s4JQhimMAyCfjin4LAh4ktR2vMBAfiKEjVavkZLlh/5V47R1kE//j//t/BADU63U+nrwXxUlU+Q0ZDvr4/P0fo+s4fgwA8Fd/83cAgBNHj9D1VDz4FepDt83SfZgZbxSbjO5giN6ArkMWRrWEF+wV6RN9aB5b5Npbbep3x5p1vq7QvtaDXo/+wZMFpbmP97x8ATWy2EllgRQnpd7h45/+EjYKzsVOldaYmttW+v1MCxmZH/i+j6rPzjlf7jHbR2ESZR0v/DzFgrbMbQUAvO5134e3v/2NAIDpcbKPp555BgDwt//PfQCAL3/pn9Dv0fhpF6ziVLWOncy22eP2pCk7AkoLgTM7EF4IzjH4ZvUxRlZGZsRrXD5P+Zx2kV5Y9GQwOHbq5Etu24XEix776zX8w9992NoSFLC8QPOh99397wEA8bHjAICpaggA6GYKE1fsAwD88//55wEA1x6gsaezSPseeuQxQFH/O71jOwBg2+6dAAA/CF/w9UTDCE8+Qrb7/9z3fgDA/ff9OQDg1ivouBWt4HHHpzJevIA+tRciGnC/lVJ/GFa4bxubpu9NhsPzNI995DCNHTXu12eq9G6kaQozS+/Xa9/0ZgDA+DjNr8eaPPcNAohdJRH1p90OzdObk7MAgE987KPwanT+H/2RHwOQO1DFCR/FsbXhfp/e0eGQrqfJ/TKQWRNOswz/7t/9hzPew5ddyOBd73oXHnjgATzwwAPQwTmvsRwcXlYU7XSGPdIODusRRVttsMPFwWG9oTT265d9quHgcE4ojf3T0xe7OQ4vM855FbJz504cPnzY/n3kyBHs3LnzrPtorVCpBNYjphSQ8Gpzpkarw4xDKFoDCV3wLF0mv8lnkU6bmJ4EAKSX03KvoWjVOTVO3zc8HxX20qy0W7SteOA9CQ3xrNfOughlwc+eu2qtUnDLs0eqwl4oAMYyh6Z0GGGltPIK/5aQCfG6Ch0Pu7LNUA7FEOZJKw0T0XnbT9HGU3WiGYdVcrt2Aw/9JnkXKnVaGVc1rYxlFd2LBlj2KHxkENFn1Odz8EBVVTV0DXkHfJ2tERqzvnEutlrEC2F66Duz5jb6LN8pM/qPM7M46+W2D3rENn7tw/8FvaMP05fsGXv4I/8FAJAuk0fwu3/yf0ZYa174Rm5AnFOfqoBakMJL6Z0fLB1Gd568aQmHg53NcyxeculX+hy+EEWxDQ2TvYXhycMiSgFu/FlmOJRS6LTJ2/nIVz8MAGhyWIQvzLbWCCrEDMnYYBmXJEUc9/hY0m/m4RMA4CnAty8ZfdePuX/r0n2pBB6mx6nvkxCJPnsfAyN9vrLHrFSoL93KXlBTuFbxfVcb9Jt4+30O7TTG2HCpzJTf2oAZgsD37XPJ0uyMrMd6xEvtT4G1WZ58YSTj8fPvrwrPzB6T72vIzOaBm64Djj4HAFh+ivquOZ5v/Midd/DJPTzy8KMAgB4zPmKngz7Z0MpSy4YAXb7ncgDAyVOnAADd5TyUJgzJcx8zWyj2VmxrdpYQsdF782KYH3sPtbJsxerd88gD8zxslIIqhPhvHBsVvFhbNQZI4wReQM85SzOstIn1WJkn1uOKJvVVszV6zkmW4vizTwMA/vOv/xoA4Gfe8/8FAOzZQ2F12vNs3yY4mw2cCZ6n4XPbAmaIDL8pRvoaRd/Sf8vzULIlef7M+JXyTYDjy308+ixF/WxlNmvnBPV1Exya56Uxnlg6DQBYWaT7MzExPtLa1VEr9lxG5u5+KUSt1Gb7Xuc2vCqUdSRFBKBohbNZ6jkvem6//XY8+eSTOHjwIHbu3In3v//9+Iu/+Iuz7mNgkCG1k3zPDwFNnsoV7iDkqjLFg7FJ7MPwNMcs8kOWgRrI4yO37iTKbSqgFXuVKcWs24dJhC7j/J/ys6ZcFhv7SB9eIPGX9Flv1uyAFvCgDW5rnPVtoEbGz0DyiAIvp+mVzS2SfJ/yQ6eHJvHz5UWPNK8SVFELOX50SO3oPU2Nbk5SezorBqfbdF+nvpte1EaNFoOtlBc6wwHidJHbQQf3szJ1P0yHaHi0XztZWjMufT3jXGwVWB2CVvpuVVB1flN0YVAZ/Vy1eLJfrH5N1+sQM3/sEADgxNPfzvMbYrl+srfTD30SAPDs/uux73veBGC1nTuUcS52Oj49hR/4ybfZcBuVGRx6igajv/noQwDs+GLf2ziO0YvL4bs+90l2oZSZfFHhSbhRwSkDlKzcBvSMGL1RBvJu2HBePoCWgStNgWjIbaQJZsxhGYPBECnHxducJBszLtel7IkjXuw0OM9xosG5jCbDSoeO3e7Rp+TyzHGIhNZ+aXED5P1vaViQdmgZh6ifjLjNnvHyPE12kEl4lqfyXCObG6HNhnIknWt/Cqy92JHvJOzbhl7CrOoEV/efyu6nZRLI9jIxSZOwqQAI5k8AAEJN9zzutAAA28eJ1b/zda/F5VfsAQB85xFa/LRXaIysNmicfe7gc1jmCR6bGXZdvhsA8OxTT2HIMZ6KQ9lDftZJQn0i5R+t5TA4+8JGti1uY/cfWfBt30UhTmkS4+SxU2c4dnFu8fyG99KC9S4uXqytKq3ghwEkmcwPPAw4tSDh51tv0GK4zguCLE2xTdEzPslh3n/2//tdAMA//7n/FwAgML6dFKYy/zyXiZRS8AphtPQdfRhLBmhrF/k0pZx/KMeSawaA+Q45l7719DFsZYfBXJPm55NV+txe5xC9eg1pRPcjkTBfyILe2E/rJpNFi82do0+tlO1zV+fPE7TWtq9UI+NLcf6UOxTis75P57zo8X0ff/AHf4Af+qEfQpqm+Nmf/Vlcf/3153o4B4eXDc5WHTYCnJ06bAQ4O3XYKHC26jCKl5Rk88M//MP44R/+4Re8vYKC74XIIOFTBvWQaGZZTcsqUevcw2Y9gka8GqI8lq9ehf3xQ2ZRfEnCpxV4GqfIWJxgmDKrJIxLgXJWRryachz6TZKzJhpNDHmlLp7LlD18vSiD5lW4EdZEvFfs/dEFpSGbRGw9h3KjMqQQsYQyPVkNyHNZCUKE7NmyanQdXmGfonMNukDnMQp1uXY/fbdlPzFh3S7R/YNBBKMppKUe0DUiYY8Eh394WmFrg8QOVC+hMMANhhdjqwoUWnF2hme1SIENtxzZZ/TYz3fu9Y7TRw4BAHrtNupj7ElnpjViZRnDIUnHv3ofdt38WgBATRIlHc6IF9unpmmK5fYyKhV6d5uNEKlXVlYUUxUVt8EwV7wST5n0M+Ihq1ZDhByuFXDfFaVD3onDZlSuMpm/DfwOSB9ngDo/96tuJUGDWk2STwWrvXLitRz2+zi2cj8AoNWh83sjHs7MGDtGNKuSFEx/n1qisKNhFGGsRrY6xSIHElYhzJExJg/ps9518DmFuQFgyiIz4hUOrMdSFfr0sifeMqN2xJK2boQ3P8eLtdOzQY88B7G3wPeRyVjNsHYmkRieZ0M0RYBgapbGqquu3g8AaPY6CDmM3ufoipSV/4IlYkMu27kXlZtuBABs20Zj5KnT9FuvF9lznTxKHu8BM5NXX38dH2+IQ08fBADUGyJ6Qdt2VmgMjqLYJnSL7YwyP4a+XPM+ydhUQgABAABJREFUFdmhsEJ2PsYhRfuuuwoAcPMBuoaPffAjhePIOfgv82JtTd7ljcj1vDhbNcYgTVOrbmuSzDIrEpmT2uwG+j5LjZ2bTnDwz9ICMT5/+0d/BAD4sZ/4aYxNUPJ+KgIqaR6p9EKhtcb4JPVfYSD5nHRumYdCVfLQtREhFWUKIXVsEAP+6pvPkFBMPU1tZJMRRUrer8Hz64m6xiyrBK/Iee25ctsuymDwRqX2ZFkGnZWjmvI25/aWfyfRB/xMeCwwBZGRoprnWnDxJg4ODg4ODg4ODg4OmxoXVE5Na41atQFZ7XkeUPHFa8eJrLyiiznhJs7UKq+ILB4D1hCPksSKG8TsqetwUn6D811MmtoVdsLeI0k8zcQbl2UIfPKgiGR0yCvbLZOTAIhh6YrIgpHVNK+KTYZaQF5WWcNrkeLWuSdHVpp5DQK+rFVxirnnVPKHaprukzBRQEG7nD0HnWfYq5gFSCL2gnG+z1XXU2Ld6Q4lqh0bnrInDJgJi1kOMB7QZ72mMWDZ2iTNsDGje18c1sq/sT+s8acupHmeycegyQd8xvOtJxhjVsWdS2z6wUceBEAsw6DPie9d9oYOaJt+jey1e/oEom4LgGN6Xg6sLC7h/r+4Dw1mL2r1Ck6ykIHUtRFYb5kqMJeWdab+pMre8ma9anNexAPHZLx9+7VWBXGBcj0bZcVZgJRFFpaXKaE4Syf5N65b4VfgeyG3R/IceX9PFxhxOa/IbMs58ryhZY5LFwEBwzlLM+MNVJiN1H6ZYR/ahHNjmXm5H3Kx2pJL+TsxGMaldlnvqNE2YVeNePJFsjoteHmV562/DuC8Q63qT0YxznLSMj56WsP3KJ8miuRes6eXx78wDFFhufI6y6Tv23cFAOC6a4j9CDvL6KdkF1IaI2H2BhUe45ZO4fpXvgYAcAXvH/M5T3NNn4mJJh7nc9jaIpOU6/qK77oVfc75GJ+YBAA0OBdo/hTZdnulg36X5iWjIiOZFRTJzuil9tl+x6fGccNNNwAAXvXqVwIArtpP1/r1B75ObT45j9HSQ2sTNWtn7Ng8QBQ88Gu2anNBaQW/GuT5IYlCvUrMXYUFKiImLWJI3k8FHke/DFnQIuD+sH2QBA4+/fGP4J+95acAANV0jfyaF9o+pVBjuwoqklPObS30KRJpJP1zxmVfNDTT1UDKAi7fOdYCAAzaJOBRrfh2TunxNda5P5+o0HHHqhpVjoJaWZWvU0SZ2cmZn1VJ0UUtJ/5FogY0ZEYtLJK91oJAwwsVg3FMj4ODg4ODg4ODg4PDpsYFZXqUUgg8DU9LTo4urNhSuw1QjkW0q7tRJR1ecRuT5V4I8aRJ7LRItGUml2flrSscF5sV4mlFEc3jfKEKMz11jgdPUmNX/IZX7ImNO1YIOedGVFA9JXlDfM1aF5RX2MsjvJDk7yhl83s8qyISlP7OjEHM52WRNXsv+wvkRaoExq70H/jidwAA43uo7cfrLWq7pyE62524y1dB5+iyN8ykHQwjKcKWnpvqyAbH88lRl2SpTXkbqzSyjhXabOQte3jiOLZecnkXD33nIQDAww9QIUWVAR7bXiLqbfy+Dfv09yAy1j4dzj8aY0181/e9GsOIpHh95SNTRwGs4TAWRsL3rcc7CPL8CSBnuCtBLqlsCzRbFc2QPz1r00MtOZl0DisrrT30O+Qpf/TLVEyvUW/yNrRvWGmgyqqSHsepC/MTpQaDXqt0GVaWt5AnIyxOQ3IdmtSP5yLbeR6T2KO8023OFQpD31YsMKvkZEVtyEPK/eVCq8vnonNWqtxHQ9vYc1Xe3eb0eKHK49rNmRngzQp6dDy2SS4PM3BX7t0DAFhZWcHYGNnFcEgsyskTlGcjxW+379iOK/aSgtokq7VdfTWxHnsmpwAAyZc+g4wjPzRLo0sUQ8ZsTkUtwMyT6uFlr7gVQN7vicTx1q1brJqr2OcVe4kVCisBKpzD02otUxtDybuha1haXMTCSYqwkEKowyErgyXCZGnEQ4mqoPdunMtxvOK2AwCA7/qu27GTa8mpIR1niQv1fv5zX6DjDoa5EmE+OUIJCnbst/53m/cje5gzMESbG6KwppS2/Y3IzctNGvCcqBZ46PP2A+5ceql9uQEAzz70EL6150oAwKu//w0AcibxTIp+Z0Ic0blE8t/m9Ni5dM58WybRKrsZqy54tEXs53MnKTKgYdUolc1blAzJpmZbrPF8uKpRMeU8HZs7tlajRwvjYnSSVJjz29/yvMrVrBhfF49NaZrauUuSJGfMiwMc0+Pg4ODg4ODg4ODgsMlxQZkegBZ2SSar6NXexNTWNeA1ZqoRWVcxMypM8SRGVOB8y2hILGPG28inMkAqzAhrqlcb5IExJo/fDkZycMZZk70aUlznwsqyVf1RzAZFHBMep4ldYPpcU0iYnmKdnrwWhKzCbWAi76Oslz2zXgDaxBYrTRObZyNeRWGTZMXfSxKrMHfsOfI+/f0nKB+jcYC8UrOXbYGv2KsKLmAa0m9eynGqnRgIWZNd5flTmxkKqwTaAOQ1eEa9BSX9pZHg1KIX9+Xy544ync/nNZLtY7ahxXlSm2mvtAAAj3/rAcwffYo24vemdeJZAIDvcXJHGNoL6nJBW5/z5qoN1vOf2IFKc7RomcP5QlALseOGnZbpUFojGue8GE+SYOijwmxxvVKxCmjCunu8rV/In8njr4ux1QUFMpPmLLxlRlb70US16NpbfhAArCpclnFuJBQ8n3M6lSgl0edwGMM79jD/xnVQrCIaH79ex1ZW7KpWgtI23S55wmEMIP0jezGrAW3TqFf4nF6hJpEoihVUN/kwcq1pIrmpPGYYYbfKhfLomvPoBoDi3+09u0Rc6cU+San8vqXsFR9yjtRCi/Iidm7fZusc1Vk9dXqGnnO3R8zNlVddgR/4/u8HAFy9n9TaJiYpd/AU19s53O2jIvMA9lgPJK+Ca/pknT7UwYMAgMlrSNK4yueUPK/du/fgTW96IwBgmRXZtm4hpbfA97Br5w4AwMmTJ/gaOZ+Cc2UXFubxmU9/HgCwskTjcYdzfMZZha3b7mLhNLFBc9uIzfmBH/wBAMCBG0mZrXP6FHrHidmZ5PnJY88Ru/vcs5Q3pzxtC0bnb3HZy078Ytk7v9oSFQqVLVf9ulkh77D2PTQmKdesVudixH0u4s73V3seBly4Kea5ZFdyoOX91wP84yc+CgDYdcU+AMDs5Vv5bGtMNM6ChG22InUatSj9Fo5mDznC1psUPZ7XPXK0RW3m+eKAz99UCix+jAazW+Pcr4bCeCcxQukrJadIxoLifNaSjSM2VCR6pG+VbbNy/168K1bpUfKSJHorSa36Y5ZlL0+dnnOBpzWajTEM2SDiNLGhAnax4clLKPKVNeiELjvKaLIlHaEsnjylCwKg5QdRfItF0k8WP5K0q1UlP44NAaGFwESDDD7iLN5BNESDJVdFYEHCzIZphNjQOQItFcbLA6H2tBXvG2X4RBghS1NbzdleoxRa5oVJHEfoDTikhI8TchVxod497dkXYch0/vGHKAxmYoX+br5ugKlddb5mpu558K7rPPxD82Sk5geUDLfJMVoY70wFR4vQI53XGaKLXhYMBzS5e+jzHwEATExOYseVNEiOTdHgKZKbw+EAT36HJgSPPvhlAMDxp74JAIg5XKLVWkLGIRdV7iU8tkUjk9+wBjYLjG2jd0gk4ocBd7YVH8M+2VxjfPb8XbADAGDQG+DRbzyOLTvIgRPUFJbmKZxsdAbjFUQCitWuixsnUvA5U4U5Ttk5I5Xes8zYBdCoBLaVrFYGFQ5nm911NQCgwmUKjHWeeFBKAinKiKII4ROH6FgtmmhqK7BACALPFk6VwVUGRREbCH0P1VBGUV7Esa+rovKFUmaTjOW6ZCCXd1pZp9eubVOldsjYowr3QQRn8kLWsm0eeqzPkry+WaBA438xjFaKK/oVlv7l/qbfEZnxCdx0PdlMwGFpM9PUl83O0sJmdm4W+/bsAQBM8WJHFlO9pRYAYHm5i4CLKmoenxMJ11Yy1qXITtFipc2LlrBGx5Vi4oEfYOsWKv65dW4b7Z+P5ti1cxcAYMd2WvzYZHiZVPZ72MnbtNt0jZ0uhRjV+PqefOJJTE6RXV13zTUAcsfr4ScoRN2cOIJd7Dho8QB/kq9123aaSEdRBNNnR2VSTg/IZ6KmJFhQ/FwTm9xGAXJGxL0hfJa+jzt922+GNZpfDVdowao55FL5PgKZE/JcMBvSPR9wAc8BgLh9HADwsb/5KwDAVSwvPs2hii8UfkHEA8gdPKmVis4KC4/yvDhOMzxylMaHlV5U+AWo8HwvgMZkncaT6TG6rkad5+N1dhxlsV1liSCXGJOkfRjPwHij6SrlELYkTeGPLITsOyXHQ0G8ZqQwdMDvge/7edizKYRAr4HNP3t1cHBwcHBwcHBwcLikccElq+v1qg0z0HFsQ7KE0WCygVaSIGnHkJmLGosE1OvMovAqMo4jm/Q3lCKnTClDCphmmS3Al8SS+U8fQVVEBjwr51dhpifl1Wy3Tx5wpTRqHP7Vi+m7hNmX1CR2hSlF0JQqr2zTrCDaN5IgLKvzJInQZw+BsFKByHzzPkmUwgxzjysARDU+F9cY1WHVnisROogrUS0/Tcc/4S1g5g5a1W/bTd6rY8tUpEoYHz/VSDu0X71Zt4zUZoXC6pC0MxUczZmfiytHLV7T/iIl+j74d/8F4Th5kC6/6Xvp84bbAADf+MqX8NXP/QMAoLO8BAAIuEBtynby2LEumLHHjil637Y1ye4Vvzi+p627vMZ00MwceVtrNdp2pR/hsX/6HADgth/YAgCoVEeLUzqcK+LeAMe//Ti6x+ie+r6Po4fJk5elxXiHtSVSUxtGKyIFLCOtlTV664iTwp28r1IaIYfVSeFTy3IWinJ2O5Qg/ug3iYWU4qQe97V+UIEf0HeaGXLPFwnrGqKox+eV0M1y4eY0NbbvrHgS/kCtabB0uoayIXy2L07L15Mmmf3DZwlaYbWVFcbJk4RF5GaYiLc/Z5Jy5ksKmdIXcZz32ZIYrdTmlzFQWiEIA3s/osHQMgciOb3nij0AgE6bGD2lNJY7NMZ+z/Uk0bxzFzEl0zPM9MzMWUlhCdUUZmVpgd6D9iBCYAsosqS5vBocRpmkVRstsnKEQsWaW7dw4+kjrFThBWKX8sTEFtPcdiRqRcZ1fqcauonrrrmOt2cvOe8jYTrX7r/Keq97HWLIn/7WQ3TcBerbpysB+hxa+WyHWIeZabofu/fsBgB0O10sLizSv9vy/jAK/cCI5eb/UsVty976zQylFPxKAI/fbc+vIu3w3JTFM9oSUsVzwjQzaExTFENtgiZfPS5j0or5GQwGto7JYw9SisEnP/i3AIB3/Nz/BwBQZ0bv+SBy7fLehMwSGp6HZmmWk3LCuPu07XOtHp451bLtBoCQmdEKp3DUamOWXRznkD6fJd8HzLYjAzoR24MnLHZ5rmtKBVpGILuqs7Aywuogj7QZretSFD4zI6kgZ4JjehwcHBwcHBwcHBwcNjUuuGS1H/gIEol91jahtupxkhgzNIYlJuNsAKNEOpf260bE5jRrlPxXCSrQ7KkWxsgW7PRyGb+cSSkn34oEtYKy3h5ZNfYjlpbk5DGtPcSGWSj+ZKcg/MDLq5LaZHZpO/+V5nHi4t2RGEZhlZI4RszxzRApS/FKpryyzRQ0exMkGTHjZPLE4+RdT6MysooWz454dhcPdfHEp56j/W7ivB+QZ3Zi+wQ3OkTap3seILBx75sdRV/eaoannAB6sX21Pnsgb/uhnwAA9JdP45lvfQUA8ODnPgYA+MoXPwsAeO7ICUxxMctGlT37HnmLHn+OPFO9YYIGS7CKgS91iB2ca/D7m2ksc0GzRSKM0OmSncxOsdeoF+Lhf6Lk3W17KYb5yutuOS/X7ADUJ5u49Ue+B6z0DAWF6EEqiKc0CQBY0QruW/00gIjBSGK91mX7zQqMdKEgAB1PGPJKgFsPEHvYYa/0w48+Tue2njgNLWxSm2xr0KVPwyy21trKqNr3SARpsgD9jlBNLLZQYEjk+nLtkHLseIXzNrOCcIAUsJZzeVYy2bfjkQgZCIMq3sNhnCIWZmfEKV5yrkqirWXHstI2ge/Zc62Wx9580Fqj3migyixfe6llc2Hl3s6wSMGVLEE9iIbYd+UVAICQCzJexkzP5PgkAMDzfXtPZe4w5CKhKyw20BlG8HrsnZfCtOwlF49+qjU0j8djp0jUpce5G0oYzzRFtVG2PSvTq7Ud1+3zFKaH7V8XculEMERYKfFke1BYOEWMzhHJ4eFcoyozld1Y4STnJD13gtgsbaNfmHmv1xEfp+sYLbdQSOnJPehyNTaPIn9HMhTfl83NSRpjkEZ5UWeltRVXGWfRiqOPUj5snfuh3rCNcIJYwSbbZcL7yJH8ThttzlVLWab8Mx/8IIBcnOP7f/THMMmMkfRJIlqQch7lcNDH/Gl6rllC7Mv3fO/3AwCCIfXBydJJW4y0wizQfJvm008/MW8ZbmFYJpjVmeH89ZlaHQ1mGyfrNK/QCe1/4gj13ZVGBacH1CZPSrjYvm4kwZP+QBmSJwpoyyCuLeiglMrFDvgdG2WHinmqzzc7dUyPg4ODg4ODg4ODg8OmxgXP6WnU65D1b6SVjZX2OS4witmTornIU7KCPsd0q0ziomkV2xqQJybQVXgidSoF79jznXrk9cmMsSpnCce6ZxxfXWFlnTTLrEqZ5ATFiRQKY3lV7WHA7EtkOI6d84Z8rRAxI5KwRKmV0RMvUBrZVbuV28vKzFOWpsh4he+LVzIrKxblkbb5Pzxhk7hQVpLGqFbqpW367B1IjMjGVvHcky0AwNOPUi5PMEPt2v96kgAdn56yEob9TmRX9JsZRXanJJmYJzSs+k1wMX1hY1PkNXrlj/wLDOYpNv2R58hTeOg4/V0JQ2zZQjHgPsjLc3q+BQCY5qKOcxMNtFmJLWSp+K1NkfrN7XV2nD3azMIOY7L/pSV+f6LQsort5YXze7EOUFrDrzcQ1OidDfwKGtMN/o23EUU1UZAsuLqkL9S2qKio43h5Xo4pewalF6pV67juauojqpzTVWdp00eeILlz5WlMzJGa1XWvfgs3iPrNjPM2fV2DUpLnxSpuzNgPh30caX0GANDts5QxS/kePsh5QCq/JvGy54VIhTEytvBo1RdZbGE5RbZb53HkhcKn3Gj6r8pZmYj7WUmdyu9rnj8UBuX8jmLByLxwoNrsDnT4vo+5uRkbZTG3/0ocO8bjDd//Uyfp7x943dsBAF4QYMcOUkvbz0VAG3W2bSsHnUHiF2T87HXJTvo9zkMYDAuqy/wOyPOM6L2JugOYBtlTnRmSWS4ymrDddDtdTM5wQcrmGLeD7aQg9injo7x/oppp0tRun/Icor3E7CcrafV6PRx7ht6dlD36TbalJtsSdIDFbovuHeeZNMbJS7+0TN7+Sq2JMORCrJJvVyanSjAjP6616SZP5QXA+buezlkLk9q+cfde6uv+6ZOUDxtIiE9qEElB2XYLADDP+VQLHWJIlnt9RDxvDdkGOvzbR/7iLwAAzz77HG7+rtsBABOco3XsCEmT93jbbruNJbaZkycpImecJbX9BuVkT+y4HCxmiR5Luz/29/cDAFrdHiJmHgPJiRd1wZjmypGuIgx4bszlKYZt+lxcomsIOglaGdnXzrFxvldlxlqhaD9lFiYvzJzZPluYdzWyjeH/AflYNppe9mKEBR3T4+Dg4ODg4ODg4OCwqXHhi5NqZWsWeF6AzEjdGc7lEfUzLlYXBD4CiDeZYwgzVnyT3Jo0Q90jD1C92uD9WGedV6yRSvKCn8zw9LgwmLAwSueKauKFi2JhY8TbmdmcHvm0BSF7CnooHkE+jhZlt1y9J4lEZUO8kOVYYJOk0Hw+T2pIWFU5emTV0Ldeq754Gdh7JPfUIAGkHXwP2z3ygsURbdusNOEzu9XjonDRk+Qhk3j2615/PVRdCsnFuQb8JkYxepn+bfI/sHYOz/pwhFErpnfuwd7XkGf9/v/4ewCAJ49xQb85jYe/Sd7EqSlidnZwzZGpMfp7YbENdZpVlNiTGnDtHUlpMNA2J0TcgHVb9JK+DjzAU+y156Ju4hESm3Y4d/TbPTz8+QcxNkP9XbVWw8lnqR7EaA1h8XZnaVbIP7E0EO3D32dZltdJGGFNtH0HcgW1So28jddcvZfa1e/Z48v2KfdL4OLQhu0C2rM5ZUrqm0lujg6tAmbGjP/VV14GADj09DMAgM7yvGWsQmaaDI8nLS5OGiUpds1SG6UeWe49LLA7I6pAgrz+T86OHTtNiWyTrNgUNIPStkCeP+qH5dygotYjMWrro/d4uaA9jeZ4A9tmyRutNLBjFzGAS/PEAAtT1upQv/OmH/5RVLleSp0ZHqmfJ3kyWZpYBcKEx8EWH6/DOTnDNM2LMkk+A0ebVBrMLFYqGHAEhhQHnTlCzFNtF7FNnaV59Lke2vSs1Fah51arNxCwqqvmPjDhuYOScyOfV6RsQ8vC9DCr3ltZgeYaPo2RIrwRv48LgwGeOkptG0ph9Xm61sVF8v73Oiu2LqHMqbIR9UWooqJb6XIs82OMKUWXbHooBe1r+NyPxP3IXvjOXXsAAH6dxkh5ltUwRK9HLMkS10taGJAtDqR/rFQseyy2G/M8+BTXhfr8pz+Nx56gnMjpOcoRCrkAaZfzgQa9HhIpisq5NCk/3/E6fb/catnivV9/iJTiThylMWFlMLDt1sxaD3ne2OE54Xy3jxM+2U6jS/llqs9jNisp95RBOMeKdU2KFjFrUojlHMvVuZfF6KW1c88UVKHuW3lMGv0bWJ2fOooLuugxUEiMtgNAmmTwZWDlCX8uCcmLDRUjNgM+QDlew+fk11BVUfPJOCRxq8KZvVlG+xpjcnlWPleHJ/ldpsNr9YaVebWJhnJz+e8EQ8iUQTojr88dT88gyHhBJ4rZ/I+EZyBJElmjNYmIE8hshO9BZlDjcL9Zrha+d47o9Bv2UvjSrq0TmJolWvGJBTLW93/kmwCAVo860iQeottrASgU62PKv8dSoD3VRYVlO02XJ7Usa/34Z5+ldpkMV72GpDbDxtilIV15xu/X/mXdTVmUwkDxBJInCttmyIbmF1Zsp+hXqXNNJXaBbXNirIZZXhBpj+yhz8XulleoQx8OEgxYPEMmqdUKvQsNTqydnq7bRMfjz1Bi/eBVVGG8Vn9hEp0OZ4anNcaqVUzxQOz5Hrxk7fdTJP6hVe644IVRYoVa8iJwtrCyDFDcP4lWiySOA0CjSX1Re5kmp1dxMvqppTaWFyms8ttf/Gtqo7SDO9cgrMDjUBztyYKEtokihVNHqcp8byAysizVGkoocl6BW5UPjQ6HDWWmWDBVbkj5rU2Nsf2+DKajogXFHqDCct1B4KG0kclDnFKeWEgojA3hUHl6uVKj6eSbD2FYweWXXY6r91E1+sXWCmamydEyz9LSfe6TIi7M3e51sG0bbS9jdsLiB1ZzWhlELFzQWqRx7+hhEuaR0DFTDWwIuUisB5J8zROkJMuQSBFKHg8X5mn/bdsogX0QxeiepkmgOEzrY7SQntbailUEXFrDLlYGXf7bs3YqhSUbE7R/nNCipZLEqHMb45ST4dkGpVTE4YVFKJ7n+Bxv/bWv0uS2zQs9zwuslHDG4aSJkTeXYVYvZEbDj0zhO5hVkgibDibLkPSG9m/ta6TcX03P0iQ/5El+wuGPXj1EkpYFB2QCL6FjSZZZcSrFc8F+l0IRFdu7GZ7EUV6wb9tOC+1rrqN519jkJACg3evB4zDH7dto7PZYdMDjFcXhI4fx9W/RXPDo8RP8G11PL4oRstNnyG2uchsDLfNpjZUBHespFibazmVdrmDn6MHFJdRm6b0QgiFNpWwB30usscgRWWv+3tNq1SLF5CsalPfOP7UnoXC8kDTZKkfVmeBcrQ4ODg4ODg4ODg4OmxoXXLKaBAYkCXFow8kqLI+rOayt16HQgf5K1zI6Ij8dGymoxxS1F0L5/B2Hk3l8HJPmia25YACHS/Rohd1fIk9MrVrDeINDFNi7MmSSSVb7icpZEz3gQmuc5IXMQDPd7Ce0vSdF7SBMz2pmR1bDsuCtK40r6nTsq/eQV6ExQx7UFU4U/9ozxzHDSYu33kxe1VffQmEfn/xci87dTZD0JKSIjg32KqRDDitMY8TCnCVsDhn93WvTto988Sl0+hRysPfGa20YwWZHLkutVjE8690zazKDZ1jytNMhdu+aq8hrurQ0j2986wkAwFPHWgCA5S4Z+tQYeW2mmwHGamQPNQ4BSTnJXHMtMhPlnpuQVTQmJ3j/SfZEegAyZoZWiGLvrtC77Ziel46wVsXuG67F9p0UNqQrBqdjkQIeYTISKYasrRNNJPr1SKihXsMDJ/sUxQGkwKaEH01MUdhPt01e0O1bQ8zN0Xd7r6UCk+LJiwecdB1OQmsJW2IvPxfN/fY3vomTp+i7mS0kV5xEZE/tNku0Zibv09NyZ1ps66j3VcJ38/C9zIoarBYy4G2MsXKyO7ZOAgAi8cTLPVUohJDwcVBmkEyWH/fFJOFuVFBh8jp2seT07itCRDy4vvp2krBfWSabyWwMYIaIi3SLMJGMoxGXrUjTFF22g9bSUukz4uftjzfhS5iNlKTwy+Wm08Qg5WN2fRY/4nO2OSIEyoMUVu8NeMzn8hB6sYVqlTrGOgsiVGrUv0VDaWuWy6Ozd35sghLWM5ag7qy0EA+YYV/hCBR+N3uSFtCcwK03vYLO1eR5ATNPDz1IcsqLp+dtRIktjVFgb0pfoOBdH4lzK4a3rcoe37RQdt6Yxvk1yxwVzLK1I2ICaynsTFpIdiOhjcLipLG9fz1m1Qf8GTHjEvohFPen5gSJWMxtpX5dmMG5uWmcOkVs0AmWVpcC9sJMfuPhh7HUagEoFMEVBjzLCxBImK6Etx3nkgLDuAdVJRuUUOBxLkEhRXGfXh5iu5bUi9xWzgy5MWU7Uyazcytb1HRUyaDQQUp/bEV1bJ/7wvtTx/Q4ODg4ODg4ODg4OGxqXFimB1zck1e4XuDBcL5AZiRRn1Z3J9sU59te6iLk/JxaU8QJ2MMH8vgZL0EC8qZIoSPDCVcZs0ImM5bpkRWplbnmWp7oDlCr0vYrvKL1YvpRhdS+0A+g2cmTLNE/smHuQsnZARZkkERD8exlQMqeG8XecclzbLBXa85LoTku+LOP0Wr+9OIhbjttWw1Du7r9pwfot207Kd9HvIom8eGl5cRJzctokWFMM4NUCkVB4qX5fkiTU4NnHiUvffvEAL0VuWGbEwqAXiW2uPrf6xpKoVqj96YRireZBTSS2Ern9of0zBdbHO/NXp9A16yAgQhlxHH+LgFAAINGkz1BzBDVOPbX4/sXeCRXCwB+TO/tkScp/nxqjuKWPe+C66lsGpgMSCLAN5xYnQyRDsuyzQV3GP+l4I3krkhWiTjQtLI1l/PCnCNeuixLbfmAKkvnjk9QzPdplsqP2os4dZL6sAceoeccMcsccP9bb/QwxVLrA84nfOJhKrD63HNtjE9u43OQV7szpP6nzQVRPRQZlBF3tvUWFro1U/601+z5q9gxKYQqx0uzJJe6ViLhLrlGdD2B71nmTI18wub0GOvSvAR0DNBpt/GFz/8j6nWyix/74TegwYVKa2w7e6+4EgDQ5hzbQGub54MqF5Zle1tmT3ZnZQW9PtnDSc5fOM3FPWO+5b7nIYtHCoDbnAJh9jQMD4qp5PlIIUQpcGsyhMzQiEEMmcWJBgObhzwxSe/A2Dj1pcLGRFE/f5e4zSF71GWbuDmG6DQXHJV+kcUc5nmf2tgEDtxIhZ5bbWK1bn/ldwEADj5LAgenT88jkfmOtNi+GmdheGyqXzn3Qn7a7FyPUgo69KFEiSdNkPRlwiesCdsi20dnMIThKCTpYyJm1xY5b6cWBjaPLBaxLjaGiG/y0GQIeUou/ekRlnXv9ZhR1ECHc2sHLKrRZpZP+sMsy/NbbBmUwjVK/5ULinEuD//diSIc4/5qkvvcHh/v4GliY1dgsFcmkasoxBxiX2Z0G/5MMgMt+XlZeVvbFxuT99n8nbCYtZqIdGSWBcpGFXxG4JgeBwcHBwcHBwcHB4dNjQvrYlWkImEkltoHMna5sLoiuix1Wq+S0tSW2Z3oi0evTSu5oM45BmO0AjdeCsM5PYmi1W/KyifGyjhnVsJRlIuqvPL2OE53uDzEKY7rjeQcI0VP1TDDcIFW2nGP4zYLVbtyz0h52SsrVQ8KPsevK85JarKUb4Xb+vTQoMPFIkWiWhRl8pB1hZTXrN9+ijxDB4+zxDCrdWmlbHykrH09lAvzIcuVj2xMpUhlSi00P189d1b6VuHOYf1CAahynoVIqGYpF84d9jHNeToVzlXz2EJmOSdnvBladrDbZaaHpdZFfSZQueJLFnH8PHsuK6ysFXgG9aooupEnqb9IBddEYt0xPeeOYa+Pp7/+LQwWybsNneDkU6SWZqX0C30GQHmGtscqMCG0jbAYhYKfIzmHPnvHfU+DVU5hY7QlZ4GZnuHpUzh8kNr29FP0Kd7ymHNzqrWqZVQkx9Pn49XHJjHJLFCDVZMWTpI6V4flqMeqgWV4rJePG11jJSyjjO3z8lwe8Sjy9WmMOrwLRUXtFzYvQxhM2doPPLtPnjMln3LgAusmSkaXQHeaGYPBIMInP0VFEo0C3nXXvwAANBr0XMXTXKkQQx1FQ4AjNdorNLaJdztmtm9leSmXC16kXIeVFrEfKTPT0XCIfkcKlXJ0iJSA4HNVqhXUa6wgyAy54ecsLMzyyjLiOGc5AWDIeUlpHKPfFzVYOtcs27cXkDQ3tEbMHuoOR7KMj08CyO0s9TykbJ99tnex6ZijV8amp6y64eQEvRuz23YCAK6+8Vq6F60WVpaoPR2eP6UjcxLK1ykbfO6IL/QLJYZoc3M9xhikcQzNCpFeJbC/eQN636e4T+mwjuWpThuax8HE5u1wwU/J284MmlrKOdC2DZY4jzN6PsM0toqQMkc9zcqGYuPa8zDkiKAhs55iU7bsiyn0ddxHCeMDABU+b8ZsVCoRHZxb5GeZzXtc5Pn4548wi8Rjwg/tn0HY5Lx5K1o5YksFPeqc8UEJSusCu67K+4+UFADy8Skd+c0YA2PK+58JjulxcHBwcHBwcHBwcNjUuKAuVq00KmFoa4FAqTzGFlK4jlbDFa47cdnlV2JxkVa7Q1ZRCVg1LWMlM9RS+BU6Tp3rhKguxR4KG5NmWamuBABU2LMkHtAkNkikdg6vokVNA1ycKeoN7TEFphSQXVYRSpQoxuUKKh4rFM0N6Xp8ZqBOJHRdM1WNsYCOOUiV3Q/IvaRBECLhYy5xPtSQvVC1CseKF+NxM4nxZLaMI/YjJLn2uRQoZOeGCjnnyM/dPWmSrl2EapNho6m1rYJSuHzvVQCAyS2k599eJnUWZAm2sxqLOFFiZjjli6XlHpY7zHpGEnPLdaT4FJ4CJqr0noQczw4u0Kg5P6zRGLM1e+o18lT6KdfjEIazUnvp13uJolqv4ZpbbsLsDvJGpybC4XnqL8ULZmvXFGL889xD8Kf8S/KB8kQTYTYmxoh9r7J3vFapYoVV1nrtFd6PjiIexmpjDCv8mxTaq9boM8moj4auWG+lFI4Whc5qw9gaE+B+89Q8nXPAuWb1io+BVayT6xL1NvaSFxhtgfyVs+DFGj4oHS/PxVHW8z4YClPJ+Z7iFFbK5nSu6jlGvaKXCBr1Om695WacOEHFM7/xTw/i77ZTv/SOt/44gFyZSVTdouEgrxHFz67LrEWf+444TrG0SPawwnk+Pc4JEjW2uNdHxLaieTwXxb021/jxaxX4zOjIiNjn3zpcLDRLM5vDI9/Z2jdZZgtIDvlcUqy0yiqV07NzNiepw9v2OU+nzkpvwyRGjyNQOmJfPC7PbqMcyB37rkSb95daWrOTEwCAH3zt6wAAoefhc5/5At8jycmUQvC51z9/70fscS3z3PxED2AM0kFsQ2oM95YA4PN8cYrVKA9+hwp8JylQZTXAZWb5wIyEz/M17QeIuS8aMistqm2DhJ4P9VV0rg7XU+zzHLeYGyh2qWwOC30OmVlM07TQ95f7H620rSkkjLeccyA5bFkKn897nOflY5xjVA+4XuVKG57HisujbE4hg2hVn2tkDMrHHzVSGHs0pyc1mf1V9pc+uMhglc95ZkO9wMVJDRJjcjlPGCgObWF7gubinv2Ebnq1EmJyljrHQYMnRxxTobv8sPUKPJ6gj9OzgVrkwY4TY9M0sw9bXnRZ9AgobItvVlcWZhwex4uFNM4K93N1EqA8TBlsZS4o1+xnCfYbLmw2xTR6nWQrX7OLrrNZ99Di4lAVLko1OUaT1KlZSpKsNMdx8lQLAPDoUxQu9NghCh85ztKFaZZBiQHxC+LxAimwVKu2VKqtGMxWrEOJ+8ivNB6ml0Q4xoaHMZjbSoPktl1XAAAefO5ZAEA66NuCiiJbOeCBsM2VwZM0RTQiXCATkBrPQmtVjfE6J6PXZbFD8NiWqtXQJmVWZcHuiWPg0pA+fznh+T7Gp2cxOU2TpnjoY2qCFj0hP+MGLzbzBFbfDnhSKFSkSUNe0AS+Z5+3DefiPqNSoeNVwxD9Di1c5k9SHyRhbSIE0hwbQ5xK0UY6tkhni0BN4AcIAq5ynnGIEXcyYRCgy4umYY8+Dx+h8L2Y+3NPK2tvEiYnRUYjke3NzKpxMA9BK0wMVvXtqvBf2knemRYXeJb7W5VQGFMcwO2O/FMupiPOsizLsMbYvalQq9Vw480HsOtyCkHzlcJzz1LR2SefeRIAsH/PXgBAxs+121lBhxPBRXZZCiv2eXJ58uRJLPAiv8vbStisSEX7OpelEWdqg+WHRc4/hULYoEWPTFSXpfjkUbK3oFqxYXYimS0xoJ7n2YK4fT7vCktpV+stAMDE5LQtni6TtW53hf8mW4iTFB0OI45Y8CnkxdOWnRTCNrdtG8Z4gtthaXgpjXGU26o9H5ddRv3/CjsJRNjAK0yER6eG+d9ir/l8jUIyN5z778VBKXhhALkTXhDY8h4B28zkDBUpXeF+IEqARpUFfTikvMULkzqLdSTGIBXnOktMdzlUU+aKvufbPlr6ttj2XxxOyaFtQB5arlAO182MsZLoYmeq0D8m/C6JPL/IYWdSEHo4QJttb4Jtb4z7/qUBtf10XMHlzUlqiCxkpBMrLYJGwtrsb/KZFZxx5UWTlCEoFnJOrPx62RlSvMaSzPoacOFtDg4ODg4ODg4ODg6bGheU6cmyDP1BF0oy5I1CaiSEgpP7ffo7zFjCMR5C1mZVXjXrOq3jquPktelnR1GvcziNT16WniS2crhamiY2OUvzqjXwyqvhLMvyhFNJ4k1l9ZyvInNip/Adf2NXtsIMMWsS8kr9xmCI627cw9dB17h7jpie8Qny1tbqFXhCI0qRKxEXYPZFBUPoKab8d9J+y0yrz7OHysQmFyWQWk6ciSZysZ7WMGbkHLKKtoqBuVcyileHiTisJ3BYZZrCY0GLW1/9WgDA6SNExy8efw6JFPfj0IeA7ZTr8aHi+9DsQcoDddj7JYnbGmg2aJvmGNPfnNzYmKBQKN/3bUimx9KvbNpIei36x8yOl3rRlyySyGDhaIxmlZmeWGGBi9dJyMWubcQgS9K1r7X1DOdJ/JL4Kt+bQoFOft5cXsDL2NuYpNbLJ31owh5C+d7zPDTYg16vNUrbRMzYe76PIPBL+2XM9AeBjyEnrXcjliZmSeK04PWTIqk5a6PstdL1ZKu81HnISOF7Vf7N5JXy6F4oZT2QJxfIS19jSWGOHoLWXj42IP8OyPtY+t12sNbbu1kxPj6ON9zxepxeoGc31qjbcB+xs9ZyC0DOOiZxbMMmJRrhFDMty0sUzdDt9WxYWY8/Iw4Zy6RALQwqY2R7XsjebWblZhskBJBmuce9wp5vJZHtlm1KMGTvfCShRNyusFq1g6y8S2InK8vU5tbSAmZmKDSqxuIN7TZFffQ5Yby9vII2n8+wl9/n8N+IQzijwQBGQoLYrlY6dO/Gm+N0/EoVrUWaB/givyxTmyLTY8d6Gfv5h0JYZ3F2s8l5HpjMIOkPrYCB8pS1AxkJ9+wnsYjE+ygAoN3vI2LGreKX2ZOYn08URTbMUArt1pn1k2dQrVRR49DfXovsOy+OLP2yxmgx0IwFsXI2J7BiBQHPAeTcShXSGHhOKiF0cg7t+baPFiGDiqK/pWzByWwCe2a3ldqBEfbFGFOwHt5kVBq90O3l88ry9Rnk0QE2nI37ZRkDimFuaZKsVkwo4HmZnsOHD+N1r3sdrrvuOlx//fV43/veBwBYXFzEnXfeif379+POO+/EEldBdnC4GHB26rBR4GzVYSPA2anDRoCzU4cXg+dlenzfx+/+7u/illtuQbvdxq233oo777wTf/qnf4o77rgD73nPe3D33Xfj7rvvxm/91m+d9VjGZIiGfVQr5AVOoW1ymC/Jtryy1VwUaaiM9Ubn8YmBbRsATGMXxtpUmKzBMerPWgEDTuJLIxsnKZ4PPaLJWvJijMQeWk9cYQWZL3ALvhBZnYp3lBMmrw5pNX3tzbuwsEzeHf8oeWSDYxQPvzhJXppm6GP7zq0AgMk9l9Px2Eva65E369SzR/AMJ9J947kWAOD4gFb3SSpeSY1MEntV2WMpMt2h8pBghOmRlbbOGR814hFabzifdipYn1f6fJA8AWPlWG+69VUAgMVTVOjs0/f9uc25qLHwR4Xpl1Ds1tcQB6E3ciMkdjdLM1SYTZC4Z1XPCq0A0iS2icnCLvgs4NFbJOnhie374LNH6lLAee1TM4Okl+LEYepD7v2TP8PBZyhXQhJMhUFeWZbiw2Y108MPWRf+9pkJF8lzPRIDDqURcVz74lKLro3zdGSbKE6sB1yYHWF1ajVm/sLQJmv3eh3eRopLZ7aYtRQ17bJUtY35BlBhD37A9igMfZWl040xUJmwoBxD74/EwiepPW9eBK/sRVUqZ8lC8eryu1Pj69KeZ/Og8v34HtobrPJ+Fga+Xn+9zfm0U9/3MTszi+1biXVMs9SO34a9tSJH3ZEcrsHA2kyL5ahlG3mGaabQl9wIHt8rnHuhmGE2aQqf7bHKOT1WG4NtohoE8Pk5ppxrGHHO1gqLJ1RqVaQjXnGf7WXY79uxsc7MpjBQIhJTr9dRZ1EDm9vD17GyTEzBwunTVnSh6knxSLKdnrBB7RVMcV6JHqM5gzCTUSICMnVbCFa8/GJimZVNz+9DPoMpe+INCjaM9YnzPvazbDUAmHaWR/3wPdl95X4AwOx2mqO1nzmMPtuwSGUFlTKf4CttpcjlXo81aB4s4yyUtrk4IoGNLLW/AfQspP8RVtznvkXmx0EQYmJsEkD+7IXlN1lqo366zIiWuSTq+0WuvcP93ymu9BuyLVR2XoHaBJ2jz8VSR9J2gEJujbGJ4CNbqXw+nef/SL+ez0dHeXDZJubnJIwPfZeejeh5fqZn+/btuOWWWwAAY2NjuPbaa3H06FF86EMfwl133QUAuOuuu3Dfffc936EcHF42ODt12ChwtuqwEeDs1GEjwNmpw4vBi8rpOXToEB588EG88pWvxMmTJ7F9O6tDbduGkydPrrnPPffcg3vuuQcAEPWHqNUVAl6pJia0XgRR65EVm88rXRNWoHiFnGaSLyPsBa///DEsD2m/k08+DQA4coy8IrFIoMaxVX6oceEp6+UoLQt16TurLFGIW8z/LQeQGMT831LAcTuoHduvpFjez337BJ4+uMTXSOcab1B7tk5T+3ZtH8crZuma981TDPRpVmp76jukdPPVp5axErHSR508BpUJOg4GPXs1o9LLuUORPfxeiIFUhhXXMN9WbZfEKo+v9LF+XT6Ml2qnp0+fvmBtPd8Q34rWykoL++yBft0/ezMAoNdexLf/8WMAAGVzJ/g9hCj8IPcyiQfJLzOkXsVHIDq9EtvOnvWUvZXdQR9gD6wUQ4s5z04dfhQAUJ3YjpnLrqdjX2KFSl+qrbZWusiCCfzjF78CAHj8sWeRcPyzFMETmV+JJfe0Z1ldoXoqbCNSKNbA5PL4Ep/OXr8me5CjKEHATH2fVX1qUnKAFfs87VtvniheVavC6onHMvcErqyQd3yKJXizLEGb5VtF+joZ6ZOLwmz2O/67y8UokyzDDunDbPx3XkwUABfKk9vCjLjkBIk8bAbbxwvbIGpYVr44yaCNsEhyqYlcqr126f/TLLNj23rFS7XTxYUFeDpXRgsQ2P5A5MbFG93rUSTE0tKCVe5b5ryY5RYxPqn19Kbo8/ZWht2qFDLTk8TW453EohYrdRnoI01TZKy6Bm6PLerM11NDFUFIdt3p0jltDpun7TOUnJkOK22NjRMb0+/10eP9QmGjuK0tzsPtdnt27iCStgGrJU6ykmslCNDiUC3fFiKntm7dQs/lsl0nMTtLbFCfVdwOHeSixTKPIhqneBtWeesVspwZ2gB4yXbaWuJ3ne+Lp/JcKFbDnJ0lhucV30URFA8+/jQCpk9CflaSr5bmNxJNLtwd8bgaeGU1zJVeD8MesS+SA2jLrBTzZUaij4RtlLme7/mImJGs8m8VUWtNEnT4fQmterHMpzmPPEvt+1ULRE2ZC5gyu73l6mvy7nvUeMS+Csp/dspsba+o9KZK2+QFs3O7WzUPlyLanoxbNvEKMNkqqe4iXrB6W6fTwVvf+la8973vxTi/xAKqQL32Sd71rnfhgQcewAMPPIBqo/pCT+fgcE44H3Y6xzr8Dg4vJ86HrU5OjK+5jYPD+cL5sNOZmZkL0VSHSxjnxU4npy5EUx0uIl6QWzWOY7z1rW/FO97xDrzlLW8BAGzduhXHjx/H9u3bcfz4cWzhAojPB+XpgiJOxoWHiqs8WfXR91VfIzVlD7P11HERHN/34M1wLR8OW49OkRc5zdr2GjKrFjPK5oiHqJD7MpKvI6GHWeE7g1EvibFxlmOsOAQuLXT/tyjnaLEdo1mjxZ94AU72aTV/8kgLAPD4qQ6ORuQJuvW2KwAATzxEtQgOPkVez14WYoVj3Jsea7h3h6V7qQo5Rjkkdp8+q14FQ45hHnJNIvjssQr4/qT5tRrPrFum57za6cvZ0JcRubfHK3xHEOWh08eew4iZI+E6PYHs5mtbwyXh4mm9Diu98ff1egDDnihRz9JiX+wZb45N5Q4bT+oB0Lb9Fr8TT37RMjzTO6+hNuuC52YT4nzZ6kp7BZ++/+N48KtfAkDKeh4zclK/ATZ/hxXaPC/38AqdK32iVSnT9hkmLEsmqlZS5DBLE1sgVPLHxNikMOPE1ARWuCiuYoZnaobUKj3PVvMEWIFIchvEo56lAfrs/ZSxQbza+ZiRrfG+luPD0yz3/oXMauWsjuRn6FX7S96PbJxlaUlVCACWV6hPXlru2ePZ/rJMqCGzYxmwbYYmZsNhUopJX084X3ZqjOH6OcygeR6GA65ns9ICkNfZkcKfrZUO5tk731og9r3PbJDYx6DXt/V4lIzvzD7bWlRBYBmZAdf3CVklKw9nSCwjLX2Rx17ykFnLfq9n84K7zNiIImGG1CrMSd6PFCSXHIqlxQU7Ga+lrGTIx4tsAdEIIZ9fSb6zsOlsRIutFr796GMAgCNH6b7ceusBAMA8F3L/1re/hce+9Si3u1PcfUTEsKyUtXphoDfEWHje7BSGxjvbV9Rs/6c4X0r6nde8+tUAgL/6u7/D8mILAFDTowwvM5JJbNmbCrNzUntH6jpFcQSD8lxXrzEOZvwOBSNspfRVFd+3ta4kisfOAeLIRm4I05yz2XzOTCGO6Fgxn6vH791cg/ruubnZnLWRezdSjMcYVWaokI8vxXz4M+XfSAFSXeRmhHWT3H/7/hbqfxYY+7XwvIseYwze+c534tprr8W73/1u+/0b3/hG3HvvvXjPe96De++9F29605ue71AAFJQJEEccepYG9oWWh50yjZbygsb4xl5ymoqcKRcMtUn6BooNaXwrUbpX3EKTp+986SEAQLSSFBJfR+i0wt9nuldZgY5bXWU2f7ChFC3jTuyJHv3W4IKMu6cCnOzQtUkRMjHr7ZPUEf/IG78bN3z3bQCA9goZ2+4rrwIAfPKDnwUAPPrwE1beUJIzIxk4Cwa2KhRPwgntpMdHFTyZAS96vHwRCAAqz+WDUnmy3nrC+bXTjY/i4CWP/vCzzwAA5k8cRSoVp4WGl8+YO9RQwxP54EgmuVzwNxI5YgU/oAmBzxNtGfglITwIKpYqH0TikeCwFp4wD6In0evQJMLz6XiT2/fKlZzjHVi/OJ+2Ouh18Z1vfR2KHRehr+3iRlsJ3dXJ9KpQVBHIxQXs4iczqNe5mCjL74vEaY2rx5+eP22fV4dD6CTEp8YTxWHUw9ZtJEk+OznN5+ek61iEDQLbRknWluriWmlbNE+SwCd44nhifiG/p/KPvOIo3Y+gXIS1+OPqKApVONLadmeg7LHGqjR2DXjSYmJZuOjColK+kURkcbTl560G3rqs+Xg+7ZQWPYmVZjZZahd68t0ChxUvs1xvt9u2/ckwFplzXhxwiGy33bbfKQnH5ePaxaz2ABZNyLgPinkfnx2QKIRwiV2GnMwtoXG9/iAXuOC+sM/jfRwPrECSJKzLthLS1um07cJOBBlEyCnlRVkcx/B0eaFd4XFeJP+H/cRa5+EjzwIA5k/TYmf35RzK9tRBDPt0rl4nD3cHyonro+/N6OKH5kTlye16w/ke+7Xn285BaY2gWl50ZoksfMlBMxj0kPD2EroWelL8m/6OkgS+L+Mn99U6DyfjC0HM/XjA46oNOeM5r9bKhrw1OFxuyPYqAgeeBgb9sniQLT+QZXasFjErO6+WRb9SqNWk/xZpdmpizEVXF06dwhgLGeAMCxoUFjSjxUSL01FdWNMA+RzC7usZeCI6MxQSorzAyl6E5P/zLnq++MUv4r/+1/+KG2+8EQcOHAAA/MZv/Abe85734O1vfzv++I//GLt378YHPvCBF3xSB4fzDWenDhsFzlYdNgKcnTpsBDg7dXgxeN5Fz/d+7/eesRjl/fff/6JOpqDhqyp0wOEKMFYWNWbvr9C9BuKBzik+yfVMRGayxsmAKoNhD5ocb8tu8i7OHyV6/NjJ4xJ5ZosuKohMr4TLKSQiZCArSE8SYzkML8t/kwxHK62Xpgg4eXGek4l3Nsnjfe3l5J38p0MtDJnNqvIqfN8sXcfb3vpKAMCe/Tvxt//tPgDAg0+TN/O2V14NAGBVa0zXgC57Exrske22yKNklbhRTpzN/5v/QyuFUEtyKRfSEqlqSThPFGpsKqEKEaPsOVoPOJ92utkg9+XEMUpk7Q8G1vYVh5yJF0oKjyIphNxYhpRDU9jrkhqNfo+9rIZDMqQgoNDQvo8qF85c5uKD7TYX3zOUnFwf9q0s9tJzDwIAmrM7qV3B5ssDPJ+2mqYplheXKeEWQIACm2BjcoX9YIEDz4PHnu0oEU8kF2aUZNs4Q9xljySHEg1ZLCbV5FlM4KEi4RxsT5fvon53YoLEDg6fPojlPv125ZW7AQAdluwX77bWyvbl7YhCHgc9DptMaxj0OVyIO/Bmg44tXsw0y4rxEnSpfH+EQTKFEIlVpMoa4T5n2kQpZUM5m3WR5ebIA0ix1MzuoUTYJj8AtzNDxAxqNQjXCCu6+DifdmqMQTQcotOhd77X6SAalqXHFzmE7cRx6qdaS/N5SLovobH0HJcXWMK637NtFAlxCfsR32+cpdYuNAutiBiGkj7O0zZcR9iXTN4N9r5rz7N9ojCkYsP9Xh8hR61Uq1J0slw4MU5itFeIHRgbn+Rjlt3cxpg8rId/E4bHFhAOA7v/7t1U0uKhBx8q3bvlxWXLzOsRFqesSzASCbIKpmCz65PrOa9jv6FnKukVXhwUircze8Ps3sOPPgwAGPQj1LjflKKg0hp59mmaYcBzQ5umwUIzVko8S5HJudh6Zdshn7NSqVo2XUI25bdACiAX+jAJYQv5XNWKtiylnU/btnJ/qpU9hxQKnhyjMbzOf588fBiXX7mPzlfuegumlKdXjG4jWymoXMZ/RDysGHop7I8tGr1mf8n7m5coWe3g4ODg4ODg4ODg4LCRcUH1YZUCgkDbFa5RHnlhAHi+NIVjIxOJ6c7lkhucLNszOTMDkKSq8vKVI5DHKW65YhcAwH/kEYDjEfVI0m5q6yYlyEL2hvgSx85xnJyOgFRZD4qtq8TJqdVoiD6vUrexF/BNd1wLAPiHbxwCACx2E1R4kXpgC13PT735dmrr5RTz/rd/+lF84dtcuJTj2K/YRavqmSqda3rxKD70NEt8LpHnPFsle2qs92rUoZO33VhvZCEnDADgZezRVHXUOHZfw8eSkgJtDhsB8v6Il3F5uQeIVLXHrCMncXvsrU77Axu7LIVME2ZjGyyxHvgpUrblOOF3kfMa+iwz7PseJkLyzFdYWr3PCcyZ7KyU9W5Gy8TMxn1q62Zkes4nFBR8T1uPYOh7hZyecuayKsh82vwD8Xizt63G3moNZWO/6xzfrdkLWWdBgmgQWo/3WJMSs/v9Np+DhSwaE2iO0f5HjlL+wXRjCkAhhhw+lttLtD0zRNLhbpnYgToX8Tty7Hipzfk9KOcpFCHjQJyavDzCCOtimfqC9zAvKlr+W6vM3leJ288FcmhbA1XIneTv+B2UGH9jCnl0BXGEzYo0TdBqLaHT5jyIbg9Jlud0AUCtRs++wc97MOjbyI96Y5yPQ3YiOWnFZ5bn//BxWQo4CENbANWOkSMedM8P7BxEZHAl16LX52LiQWDtXSSvJT9DxD0AoNmkMVvyMOSZp0li5eNFzKkmBSqlUKsBjBEhErZBW6KD96nV7LGPH6WC0zVmGObnmS07cRyx5FAyzKp/rIYaYYWg1PpN5nkZIVaVJjE0M22SzyLzxtYi2eJEc8zKRgsr12XxFZH5D3zPMhm+iA1ZGXzuE7LU5ndLuQjpI21B8Cy1QgRWSCDN+xE6sGdl9Ktsy+OVmm1HKnNsmyfHeWkyETbGyln3JceX/55klh2Djs3xtH3kiIGRLUukVBl5LlmBvUHB5gobGeSlbGxfO1oxHUAxl/VsxLljehwcHBwcHBwcHBwcNjUubCVABehQ22JXMRJoxeolLK3HTg5buEkrA1iJ0nIBU8VMBC04JSeIZQV50VsdJ0/Ktit2YWWJvJDWm8HNitjrqQMfRjzd3B4Jh7fSo1AYrcYkhVV9E2OMizy+8Y4bAQCHWxTD/OxR8nAFMLhtK3kF3vEjrwAA7LyOWJwv3Efxp598eB4t9pxvrbAntUHnOsgFxoJagCt2kUfpmZN0DlG+KzppMush4BZz2yXe32RAKvlKfFnipR0He968cVvo0BizLuPPHc4MeW8G7LFUWkGxzYuXacBa74HNb8vjZsXLJMXZrLiu1tDMBoTVsnymeCKH0RDtdou2qdG7KM5Wq4iotPWYdlpUjLfLn7Xxred+4ZcADAzi1EDUltPUALosSWpzItnHlaWZ7fukuGySipecnkOt3kBvJJcmYG9hj5WBqmOT1rsXspx1yA3ps1d0emYaqksW88Sz3wEA7N1N7Hsq40A/xOHj5LGe3kb1XBohnXN5uYMoKjMCo/HypDA1wtqItzGTOPHUfmcLYLN3XXqzLE2tJ1+PeBvlT61U/m/JFxph2H2d/yZIbcB7zr5VQ85B0XrT96kmyzAc9LHSagEAup02BgPpj8Qu6R5JAdIkimxuwdICKbr1pHijkvyd0KpZlVX4kOeCpZllZlLul8QrnDIrFMUxanViK1PrTWbmh3OFBoO+tfNR+kNrD7HkdmWibllmApM4Qb8v+cx0/gqzWyLfnSQpKmHZ6EaJFqXyOYy0Z2mpRdtmdNyZmWkc7R/nPfI+vYi1yMXVX6k1v920YJJWekgvCOBVyHbEDhIeq5pNenaTzTErUZ/Y3JNyDrXvacueSPFoY1nfnLmRXDMtmTZZmcXJ0tT2xzHPUSUqSvq3QTS0fVyFbVAKQg+GQ5t7NjVOjPsiF/7tsg3qzNhjJYYLnwobxRN0L6zlTIz9NOW/sZZ6W/nvzJjVMtYj/akyRdMd+a3ATOYlaM7OnDumx8HBwcHBwcHBwcFhU+OCMj1pmmFpqQelOH4/izDGOSuGmQ0p0uV7slLW0KzIJl7IvIBovkL02HOjbLFTiXekFer2Pbtw5OnnAMAeT9XYq8fnMipDAtFS55V1LGoavMLNjI2XlLWkz6vyqjZ46yuvBACMbZsAAHz6sw/R/uxsuXZC4x133gQA2HUbMT1PPfgIAOADXzkCAJiPco9B0KA2fvvznwIAfOsQeceCagO1Ot9HLlI6kr5D7bS5O6VbZr0NqUlhOK9DV+jHKivc1FLyZGh4+So6zTZ9/PlmQ5uL/Z06wSxhECA1XK8iFlaAnmmFvZvVeiUv1ieMJrNDCatOtZb7GKsXGFkAE5P0PostRnECzXVMMlYJXF4kr20mNQzqQwTbtgHIa570mB06c9E8B4DuSyXwbE4OtLZshxTCtDl7vnieiR0CLCkEJX2ssCqhsSqZSytc4Jmfe1Alj3ijFqDJXtA61wrT3H9KXkWvN8T0OPUj0YD6byk4WauQrbXiDMusPHnlFdR/nuqR9zFJ+pZptEX0bG2G3FsosfCeKvdNttiuUhChLC05iyMmlWWZtXFbslKiCiQVBMr+u9+P7H5AzuYYo+w7E+iR+H1+JhkAn216vB5aJbrNiozV26TQYzQcoNchu5K8nbGJctFaY3rWwy2so9TkkX2SJLbqWpLXlqcmZHYby+qNsHNFNqbLhUsHQ67TUxHFuHxby9pwroa01fc9DIfSp1IbJ7meVCeTnJ7Y1ufx2Os/YOZHjmeUyslAMVixScknCkNMTU0CAHbsINb01CnK5Xns0ccBAI1qHZPT5Mk/zXk+RmqzQaDW9M4XvzAoeuk3/7hvjEGaJZYR9L0A0YDzUzlvZ8B5i5IvqLVCwu/1YNiTAwHICzpXPM/eY+knpI+EZWiiXDXYMiHlOnqBMfbfMh+WWjq+7Ws0Blwgt8XKmT3eBkqDBYBRZTY9CFhxjvt3Y1JbkrbK74AUITds77o+jtHEmVW1eAosTj4BzfOGBDJ3LxyJmlrIi0xGbC/PORv5+wXgwoa3AUBmEHEIWooIhhOqoejGa7sZPxC/AqNlcSILD6YZpSiTr20V4ySRm8F0HB+vOdbEzA4KnUhWuMOqcsEyTqjsD/q289EiwWs4tI4Tujxt4PMKZiAH5xfkFdubuOb7bgEA/OVf/AMA4FSXjtfksLcfumUXZg/QomfhOVrkfOTj/wQAONKl49YCjQovPH7gdXS8xvGnAABPVum6tu7ZiUe/8yzfq3LyoQ3pKC56yiqAVrYwNjE8FoGojUmIEhcPXOIQpTS1A0iWZS+qEJTDxYM8p2eeoOrdJw/Tol/B2ImbdFtSEM9juzMwdpAd8OSu1xOpclkgAX1ecEsHGMcUxjk5RRNjFVQQqvL7OuSFjYSlxGmCoNaiI3O465AHGrfoeWGwIgXas5W5tS6Lw0h4RhhW7MApyajj47RYleRWmBSz0+S4Oc1FI2VBMT1Llc073T4mtlAxaAlDmuKJ1oArePt+RWrRojk2zudk+VUebNvdAaos+TrPIcgykQ18XUjsBl/jSGFVpVHlH4MRh1TAgjTKAFUr9lAuxCqrn4oX2Psoie5WBlb6xCSzQjbtHhcllVAjPmcxjMiGckq4SDH0qawzsblhDNIkQYOlb5sT41g4Rc98aYnsa3yCbadP/US73UavxwU2ue/J+w4OY0/SgqKyrGbl71yMQkkVeinQawv3cr/n+3YRLRM1SUJXhervsrCSvpVfKQSBD26abceofDGUQcbtjqI+f0pxU+pjPa0QSKgof8p7K/B9Hw0OrQpDab+EftLZOr2OfT/qXNy0zUVK7TTU5PdoNGwo38ZcEoudEkxeXBvIC3BLQcyEHeESUuh7ng3NFIdMhUPIKnwcZTI756or+q7Nfa/0uXES5450Jc4RPq6oTKnCwjQb/Y2e5TCK7TFXMuqHx+oiqe1ZZ9ZKv1wg1/PJXpO0bx37IrChObRZhG78am1V0KMNUyssnFeFro2Et5Ei+sj8daRqdFaQrC7uV/w0xqwKKT4TXHibg4ODg4ODg4ODg8OmxgWWrFYIwgBmyBRxOsQwIk9OhRNgNXvmtKWNQysHKd5JCYEreifEA1PnwmA9SRj0hCLTGJ8iz2WrT+E1IpkplHk8TKA5zE7ocEmY9Fhn+qopHztDWqF/43CLWsEr5zt+6FV48ElKyP32M/PUZl6Z3nEFnfvq774NQ272iceJvXlknsN/eGUbJZkNMasHdO1Ly3Q9R07QOfteaI/NzipROUSxqFPuZRKvF38KzZ/mubUitdlrU3uWuYhkkpjSKlxCPhzWNw4dJPv68PvvBQB0OWRMm8QWVMyTBkXsgDxDWZJgyCyORFlUQzKUdoeZ0cyg5gvDw16sGtlthQvmVprahgHUWdZ4y04qPHrqBBWiJJsSMQ06Xn2cGAStnV/mbDAGiNO8I89MikSKMHviKeO/mZGOEmNDNYQZT9sUXlbjcONeb4DMo34xYi9mrcahi1q8yj2bwCsFO7du28rHpX1XVnowfN6dO4gheuKxR2l/8Ti2+9hx+W4AeYFJzYm3MMbaz/xp6lNFDlaSdbVWqHGYnQgpCLMtsttJmkHF+fYAbMya7eO1ykVgRFaWveV5Jxujze3p8/ESEYfhfbzMWPZBBGOk8J+E1Gml0OvT+1Xzo83vTVckniJhMtVqFbv27AEA7LicCmxKCPlyi9i+QZyi26X+SAQARKhIPOoKufc4F7bg52qFPHRBnIDlcSVMLcpLZoxyHrlHXcZODU9CzdgTn/BcJPB9hCyWMFoctdlo2raPht13u3StEuob+F4exjkiyy3MexCGCHmes9Kj97a9ssL707k77Q6q7JUPuAC159G9jJPyfSriUgplOxMUlcwEQJLRUqBT2Abti/gWh7AGPhIj0tQsflEoIQAASZyhUSkLY4hg1DwLCRSLcMYSWs7PXGxLKZWPicJAsn1IlFKapnZ81xXpv5i5DkI068wSWjaLbZqLUC9kKVKxayll0KCxu1Zqz4iNjNA5mTGr7MmMpJ8omFXpKqsLD6xmf9aCHCdO4rPar5tRODg4ODg4ODg4ODhsalzYnB5jYLLEekt842PAOT2+J8mD5CEWOVMFbZMfxQudSjIUi+dqZaw4QhrJajcubVupBJjh+POFIxRDPGSZXiPJ3KkHn72YoUftyIvU0bkWhxl2cKG0q0KS1lTs3Zy48Wp88f/4SwBAl3OBbpymW3znj34/AGDbNVdh8VHKsfjo1ygnZ5nz2ULrRVK49hryfu3Q9OPhU0sAgJWI2rpndsx6GKOkw/eqHBsJKBuHinLYp2V6VKaQcTZzhWNXlzh+usu5HPZ2My5hJ9C6hyT+nj55HJ/5+H0AgFPHDtNv7HFHllhPYzUUb2LZS1OtBvD5u9YKvaPDPuecVcm2lzsxAkkeZrtK2a4k8Tg5vQh1it6TxjjZ8MQU5dZt3XUZAKC70kJYIdvzq+QVrU/MvJTbcMlAa416rYo851nb/BNhcxTn9oht+J5GpSry0/SuS8KqJOBnSYKFee7fmOVoTFD/Kd7I2dlZNJskQz7NuTzi/RMWx9cGhtmWHbuoT2txYrU3pP5lamISu3cT+3f0OLE5IoXuaW0TyufmyCYk3l5i0YPQh+JxQ7FnU+x7ZoLsqR8lABcOTIWRsZ502E/LIAhrIFfF3vFAwca7R4VkbwCo8vsS6JGDIpd55yAHDJMUXU58DzxFUuObGEkcY/7kSZvIr30fu5jd27KVREykmGaVWQwYY5O0xXMt/VRW8CqLp1vGOsllESil8kLkUljceslFJKDg/7WFZGku0e1Sm9srHVRqHIHC+TqSKzHeHMc4Cxc0WfpaCEXJzVFJ7o2394VzeoyUyDDAgN/JHrM4HY64aDbp+GPKw8QERY6M8TlrzKLXuJBwEsfWXx4l/VI7olhks5X1vOeXfoaEcVwa475S1PcMbUHaCjKWVodlKZgd1DnrJ8Wexfas2BW/1zNNjVe/agcAoDZJz+zxJ6kffISmgzh4JLJ5ZGLfkttjyw8olfMgI/kxIoyQpql9Jyrcd1aYCa/WPUxsIdudYzGMo0dYDp5LC4RBgDbbZch9/8w09f0S2TE1PVUQvyi3o0T4jLRxRI0ahU0KvFF525I2jSn/Y+3yLGePRHJMj4ODg4ODg4ODg4PDpsYFLk6qYFSANGOpz1Qj48jXTMl3Ip3KMbcerHqb4lW0FEryWLEtCHJJ5Vg8OVKkTlSNAh+NcfKGyKo56ZUVXTztwedcIlnF2+MyG7QQD9Bp0LG3jZFX5ZrXksLaMyeWcPQ0xWc22FP5YzeQN3vfNfvpeFGEr/7jQwCAb59mGU6RjeUlbbNRwWtffS0AYMJQzO/hIReGlGuHRrVKK/ZOl/Oi6rR/vyPeWlh306jCjWLdVqMyGGZ6rFxwd22Gx2H9QZ5na4m88l/+PBW4ffCrX0RrnqSBheGJ+PkW5XHbHDMvjk7x5KRxzgY1mdlJxIHC71g10DYuuVoTBRiOHa7Iu+kjZe+V5M4tLZI3f8t2ZkhnZlCvUpyxX+F3lJVkHM6ONM3QavdsnHglrMCGfHNeTaUq8qPklU6T2Pa7U5PEnnRZIroxRszN4mJk+8nGGHuVJ0lSeDAkT/FgMLB5LCtt8k6LCuDEBD3HyYkmQj7v3LbtAIBXvZY8nV//3OcAAK/5vtdDsYJkj5W7Epuv49l8L2jyWop63OXMRHtpH8+dIG9ls0F2Izk+ExyLPjfpWdU28e6bkT4xMyovSmplVLVsBIBYGZHpnub8oQG3dcj5URFyL79Iucs7V+MXrQrYCIbldmpzTjYrtNao1ppWhW1ibNyOsUssYS95CzVmT5T2SsppQF70WCIwyN4kP0CVP0fyWIE8T2d0G2OMtQvJr0ms55yeU7vTwYl56i8jPs62SbKvZmMS+/ZewScp5x3IcWrVGnopsQYpd6bDmI538OBBAMDy8gomx2ZKbZP3sMJs5tjEuFWdazDTun0HMaVS5FQphU5blBDl2keKFRc84qMsztoMz+aneoyhshyihhdUq7mio633Qf3OxMQkACAzhwrMNm0b8/P1eOy78uppfP/rXwkAUA3qR3fspQiMA7dQHvjffvDbeOwJGrOlzIAwRtrKUXtIvXJejJW3Fun8NIXH75IUQL7hBrKPuZ3T2L6dZM538ec/fOjjAIBjJ6gdwzSDFAGQnE1h1adm6JrHJydsXtxqhbbC36M5PYWC0tT21Xlk9hOyTV4mRRQWPb+cgaeUttev1sgJKuKCLnq09tBoNtDtsCBBNLChExlThrGdaXNyVppaQ/Ll5rIBiAa6F+iChKQkM8mN4xdbG1tRXhLRtCHj1UoGw/xmWYm8QiVcAPBDD22mu1/P9OBV33UDAOCP/+JjyDgM4oYJattrvvsAAKC2nQbq9re+gUefowmqUI7gBHFJzN23bydu3k3hIoc+8XkAwCIvREIOR4qjzIYQ+Typ2b6POsWjh+j7zkKSJ0GKkfCkVGRt67qChO/9MktaRgO+Z8WwD5kgZAqXQue33iELmG9+/SsAgE9/7D4AwMEnnwBACYMVDueRsFChzrXKE81Fft3jRYpMYrM4sb9ZiXLpVGShEyr4viTLl6uYi8Ek0RAhi3IoqTLNlH+vswwACIIZhJxEGdS4Krpbcb8gGJNhOBxCRXS/B4OhXXjIhHEc1JckPOEK/CpaKyw/Pkn3vcuel8EChSB6laY9h4QadnnCqjhpt7W4iBo/22pIoRsrHKs7MUYT16BaBzi8TmpZ1JrUnsuuOwAAGJvdij6H8oyNT/J1sYxrFOHwYaov1eOk7257Wa6etvEqOHyKFm3gsGbu5uw7UK0EaNbpWhsNatsYf9brIV9DaBPB5R7KoseKxmiNkKNEmzyhqHCfn4ijDAqxiBvwfjK9HIjMLJRNdDeZWTXp3Gzw/QBzW7daCepqrYYaJ/jL4qe1QOPi0iJ9dtvL6LFDT4QMJHk8SfIJe5XHUSnzIGJGxcXO6AJIFjgyxmVJihRSp8TuxG2n406Mj6PPwgeK7azDY/D80nFUKuS42XtFWT5aFvBJBitt3Oc++alnqYzAd56g+jr1IISvqf2tFi8G+bqmpuk9jKIYjXFyROy/ci/dKxYyEEns5ZUW0uVyH5qlUltIZLdfqCDRJjfOAowxiOOhne8kwyF8ltYXYQkR45iekRBsk5dT4bSGRGyJtwhCjTo7j+KQxjiwg+/q66g22T8PqvhP93wBALC4xPLi4jzh4/jaQ6JF6joPZ5O2AySmUGUhmFe9+hoAwBve8GoAwKHj82iwQ0opqb9G55ISB1kytNcTcBhnrUo2ffkuclxVKqE9vw1hW30zV9V9Gg13M5kpLFHKix4UHBL5+8s/8R4xt6EYNhpHZxeGceFtDg4ODg4ODg4ODg6bGheY6VGo16uW2u12Okg4bCzy6bu6L6EYknSXWI+E0LIiA1jh8C7PV+h3yHMtxwZ7qYXR8AOFMOGQmxrt1wvIe6Tsarqw5ixQhUAutZfFCY7HtFb8Tkafu0Er+Gwlxg6W6n3brZSkue37XgMASCaJ6fnmM/fhVMJsS8XqmtL5uTDja19zC67lxN5vkkMIHd5mfIyOf9Mr9uOJk8cBAIt98ozN3jIJAGhcS9e8cLyPkCWEt+0jr8T4DvJGVcbEWx9i6XHy7n70Tx/ge8cViEOhVGGLmGWJsUnrDhcHnU4b93/kbwEAn/7ofQCA0wvkFeyy57Feq2CMbVE8Mr1BLvUecHhjje1jrM50PvukozRDxJLVUoxRauQJ01Orh9aBE7MHNAikWCmd2w88VNhLJN5VkVuVxF+Tpmgtkw1umaH3plLNmQaHs8NAjXjAOASA7/cMFxmVYnrTW8Yw6EmoIzM8PfL6VavkBdyzdx8OHz4EAMjYN6a4D1xebvGJDYacdD3gsJomhzkuLlKS7tZwJ5hIxqnT1E+lnCQb8b6nThxHIoy6JAtnIunbsRLAUiR1fJJCenbtptDh4TDG/AL9tsjvQXuFGILFFQ7fVAM0QhZtCCScmUPNQgnFzKWAxxvUT06M0f2oM0tUqYSIU2F9pAgsy9UWqPFgJMRC/JkiohBnwNAWw8RaKq2bCkoBfqAxxgn4cZLY+GnxJte5ZEKdJXUVjA0NG7DohSQ3izRwtRLkSeQjRcxl3qCMWl3cWIbegpdcQkStuMH/n70/D7PsvMpD8XdPZ66qU0NP6m51qzVZsyzJlkfwEAdjwA6GgHNNYkbfS36X6wQSkufCTXwv3Ac7kFzAkAQTIMYMjk1im3gCzzOWZVmyBktqSd2tnrvmqjPu6fv9sd717XNOVQ+SWt1d1d/rxzpd5+zh23uv/Q3rXetdWpicnVy9UcMM+8KTFPlosbxDu5fi0BGR4J+ZESaTkaIIOU/o9RPrTW+1xRYPkcVUUSU/D6xwhxaYtAWDB5gnFfO4creIg3Ra8v4ePSrHm5ycxPIi2U9KvNuQq0Cva72wtvX+Vo/75mffPehtplhJv2PtKrMFSOW3bRTG8gLPRi+YEdl0nX/OzvWxtCRjXH0r+5Y6GWbOQ19w1TheeJ3Yzje/w3GYBl8wkwMSzyOdhp4rCgNsnRIW+4W3CAPfbMrf25IIaSZM+dKs9JErK3wHBo5q7JybUVXsF3dTXj7ptwfC0Lyh/YtRqJCszkc+CybG2PDBggwavpee5w3Mw8HjkF1PNSIgsd/FcTpQimMtHNPj4ODg4ODg4ODg4LCpcWGFDAD4fo56ncW7kjEsrIiHwhY00hUmGZ9SKbIrvyQhI0KPc6mknjYDn/HiKYbjVGtkdfzAoN+XlXVUlc+8TA8mWZQ0N9b7pIlkmsRoPMqLTgTIm+KROi4Ldvz1xz4m5xqvYGZSvNfXvvIl0kbK8uLUEQDAE0dOIRqTbaZUvpTerB1XiHTna199F05+628BAA/Oax5TifdA/p5bXMR1r5d43nzsOgBApSH3tUGBhSgKEEW8j/RuLp2S+338MUmYe+SBJ3DwUWmbFoLzeO8j5g9FvmelF5EBSe/yifG9FKB3e4He7L/58Afw1c9+AgAwN7cEAJhv03tOb15mgCjUpEot7lu8GyoD2evTo1TSmFjun2YDydvch1sEA+IYGuecJHpsMoK0l143tueqj9WGjqN5F7XGGBbpkQ+rTQBAueqYnnOCH8CvNgaSuAHDbBHNmegy/6tKqf1Ot4eZaWGeZyl2Mc5cmnJV3NNLS/NW1MWnV13taZUSulump2x+wPHjpwAANfat/T4TvvuHrPBArc68Lz73ekP6qTztIGGpgVaL3scBNmmZhVNXyN6MTUsi8NS0eFpLlTKuvlbi4j3r7WOB5SU5zqmTp3Di1Clem3jAYxVC6Klkf4paV5PWxfs6u7A8dO2+7xcDkDKXvE+xUlqeN5QfChSFKjUQIfQ9RFo42/ds0dLNiizLsLw4j4gsQz/p49QJiVSY3iL2oZEbKs08OTmDBT6/ChP2I+YMZsxJTJPYeoGVqdFoD503BOu4di0bpOkDfiF6pN5t9SpHzAuLSpEVD9I8m5OnFniAPgz7WbXTiNsgVvnizBZa1wKhfeb2aJTH9PQ0ynyHtDBlpVpjW5kflue2cRWKG5Sr4snXd6Lbi3H46SO8Ns5veF9sYj6wTu7DcFL64DaX06ifs3A9fB9+WSXHVVCF0RGk8jzfs/fYStSTpdAcwdmFBA986yEAwIu/R77bRmEtk0tftdpeRcZz1JivDh27LTFiBubK2p+qnDX768CzUUvdRREN6izL3GGqmuHUKenTHrz3EADg1LywjsvMm4MxtqizFfVg/6x5vSvLy6iSDVesFTIYKE46woCtb0zDX6poge+vLTys7FvIKIB2u23vQ7VasfOS9eCYHgcHBwcHBwcHBweHTY0LyvQkaYJjJ06gykKEfuhhnN7fhDLWHpUpvLCIS1fxqHJQrGQBIGLOSRz3LUOkam02BJIenV7csatvW6/TrmaVTTHWDV2uMGaYeQf1LVT62VJBvSH/Xjkkq+hjTz0FAJgcn0TEPB1vXLwAptIEACw88SkAwAMnOjb2MOJqtUwVoVe/9jUAgH07p/HFj4iE5f5FWWH36QEoU5J1ebGDRlu8EVM7pY0V5nAM1WZjGsexg08AAD79x98CADz1sKz865MBxulZswoZWrTPFjT1AOaAlEMPrU3ulbxUoF6NQwefBAB89M/+CwDg0fu/ZT3iPebp9FjoMKF3pNvPEMfDseA2Fjgv5NGVbVHPkOY55PDsu1AtDVe21djmNM7hR6pYBf7G4/G9M2Fo399eh8aoEsSqiBhGNr9tbPoKnsr5Y84FnskRZD34fsHK+IH0r4b95SrZvBoLF2apj2V6mGuUx+33hU3ZcYXc/wNP7cfOPcIga7+5siIx6So97qNQtlJ1rdl58SJeQbXKar2GHov79Sl1rR59te9OtzNUbBIAqszrmJtfxNNHJE8hJLNv7VjtGp71/GmR24mmxMbv2imyrLfeFtichG5b2rO4JG09cULYrmPHj2OO6nXzHbk/eW9Y5r3kA9USpZW18F/IYqleyvYUDEKuhfZUtW2gT9U4/QwGmz2pxxjJz1EGsNXuoMcCkA2OlfoMxydkPLrq6muwTNnlFtX9tGikzdfxinwdtSfNDwvJ0PhBaPN+1BuszOjgcczI+KcPUXMlPM9HQGn1mZkmAIlEAYQZzBiF0WEOTSMmQ8PuLk1Se/3ab8+wqG9J85rqVVugXZkEzWlTpj7Pc2iinJYMmKKy21VX7QUgNq0S18oYqYkpM7YmzwlrHfD5YPlIs84GmwwGObIstgVcK5Vx9KkgGPI9t8qnZHFCP0CcpyNH0tw99jlpgK98WZT6IuZRXnPtFgBAwLnut+7Zj4NHxb6VnQxtvgtZviyzkm7KZPoDhUsBsY9Fli35xjeFzVmhWmc5AA49Ldfz5NPy3SLzy2KyStVyBXWqqNbIMlaYl7vM3Nv5hTnsrDGKqZD2ZVtzvZk2t6YwG/lXzPdgaXkJVUp/KxPps4SMllIRxmj4VPqp85VqpWJDCNJ+54y9qZtZODg4ODg4ODg4ODhsalxQpseDh9AvY2WVsYN5ihILH5bIrFit8ZIqsPgwhgXJtF4PNchz5tm0u32r1qbFy8rUVs/p0e71+9bDkVAJxtYbYU2d+nQV9UnNh6GXRGO5uWKfSfpoLkj7n8joOZ2Sz8V2C7VtsjL+m3ulfsr+lii6rHzrfgBAx5RRYU5TnLDIFdmuV7zyTmnz3GN4almLPAoLNNOUfXbsk9V1c98k6juZI0HFLFXnqtJrVEaMh/d/AwCw0JM6AMv0SOy8Rfa94QW70UglRv6LX3wUANBdoWoXrzkxgK/r48BsdqfkRYd6cI4fk+Jl//1P3wsAePTboq4X92OrxKNeTWvbA3liccz490xjwZlDgNzWu9DY9DJZ04Q5Db04Bx3rCCNVXWPhYKq6palBn+yNenJ8m++jkoieLVgaak0XMg5VxukbBAhr8u8tu64d3t/hjDDg82Uf6ZsUJhN2IknFa6i1k7pkc8JyFYuszaCFQz0yNqfIdFTGphFV5LeQ8e3zB4QdtmxgntmcHrUAraty8pR8H8dNWx9HC3X2euLlUw+2skXSRjnX4qK049ixE+hze/WsKnvvDeaWDbA+8l1hfwDzZljwts5cp21XCAt00y238gpym2Oh5z9xXPrvp6mydez4CSyxJsoCmSttV4nXVw48lHhevT/qkS/qbfjWm5uZopjpZoXneSiVy+hSsa/fayPl+NfvyXdjjDhQRaZKrYIJqr2trMo9z7Jhxbc8ywCq5xV2xOdA+ypXKtYeYtqSZabJmPgIBp6B5g7rMwzsYTObRyFzhmazyO/SAr2qlqm1eJRp6fdj9Dn36JMt1XdJ83hKpcgyPMrUqA2VmOfh+569R11ez8qKsJYt1j6DSW2NF1vUXZl6zVv2PVtAaqSeauGZN0CuTBrMmu02IwyAMGBxbGPs+63P0eM9m2yKbU40x9FuC1ts+0M+126iqoMGyYLs/98/th8AsHVKIjg8PoRjJ3vIM9ZuHGEvYXNZPEsDaX6bFjnWp+Z7PhLOg7+zX1QGDx6Tvr8clpDwHWqzr41txIW0rxqVbK7YOBUVr9wtasJN5lN6fpFbpPMVZbeLv/M19S71ehJbY8hW8rHb2ns4lJ4/rPo2mj9UKpfteeN+XtQHWgcXdNFTKoW4ctcMeqR/u92+ffl7rExcYqE44xXyinmukyZWmeUCaXVZqO88yyx9rXSzbpsmMgGQAmG8qRX53H27UMIVChOY1ENAak2pZK1wvFdFE+Icj/aYGMhONU5lm6kwRY9FFj+/JNez/yEpFnniuzJ4HjjWQYXV56fG5byvuPOFAIA9M9KuBz/0SXzpCRYP5Mtz1VV7AACv/+EfAwB8J74HnVy2WV1kJ89O0fSk4zuwdC+WjExUGtt4zddJ+yrBJI9vcGpRXox+ouEZWrFce03fLnRSz4PBKJXrcD6hVcs/8T8+AAB47IH7AAB9JqT348TapyZA61ikogVJ4CPlAG0/VXraL8J17JRVQz4tbWxQoeNB3zd1AMSamGtyexxNItYCgYbnypIU1B+xhUxDFmez5Rm9EDuvvgMAMN7cck73yEFgjEQLWilPeFrruJi5qPw++0KTxkg5QU85kGsF8rxNadMrr0eJ4UEqXLDC/rbKpOlSuWwTdfVkq5ycRrSHVuDB5+g1yWLOOtGL2F95nmcTeDX0bGVZ+rBer2snezrhWhMy4XmF4Y6uHuz7UdTptkIanCQH/PQ8D1VKdk/OiB1efZ0U93uZjgf9HpYYFnfyJMPijkrffvS4JOafOjWLJYb76WCvE+eKjmEhUGE4VxSgiNfYpPCDAI2xCcS6qJ2ft3LUB/aLQy6NOQljOOZT+x9DkjGUUhfaXKREodhgkhtMsFCnTSznE966TYSBOp025mZPDrVHJ0saRhsEAUr6DqAIzwGAkM8uzXI7IdMxUieKk94YeuyfizA0TkK5LspNPiQ7zX+wHfJnc2IcY406r1GFmgLbRkCSwlfpXHj0CQlb10X5oaclnOnoiZOYmxORhYT3dXRy6vu2WsYAhkOnjFfch01uogDA4qQ9BLqgSPsos0+wRbppMw11nmzdgoOHjgEAStyvpDbD8iSr3R76GibJ+ePccqwnBSDOE92vRDvrJwx3UzGZKEKuYWC2CLWKCVFsKwzQoMNKw2v7rDPSifvWYWoLqgbDywDj+fD5Lkw2mwCAKue6HYbChVGEjOczwYjN5AMLlBGJahU0qNblnk41m6jX5N823DcdLl8wGMKqtmhLGwwc3xsd904DF97m4ODg4ODg4ODg4LCpcWHD2zwPlchDdUKYjlo5R5JzBZnKZzeT1aOG1CDzERj1RspXCT2WPYbZeL6HTFfLVl5S9lmlJHZU8ZFVhH3Z873iAQo1pC4lc7OSI2aRsLTFMDllkCj9/FSrhD5FF1o9Fv+iAyD0gBtZAO/xWPZ7aI6sybZtAAC/0sbCSWnTCgvplZrSrkc/9T8AAP/tUwdwmEqY6klqbhNv1oGD35X7tbuLtKfbiCdUvaMP3vOAXPOVJzB5la7YZeXv3yDbnnpKdn7gW8tYWZaVdVfJJS1GaEMyPKgHKAuKhE+H848sz/Dte74OALj/618GUDA8WqSul6SWYdEwtSKxz7Of1vk9UjwsyQwC7hAxGbtWFTvrJJqkGSAg0+OFRTE7oEiYrFZC+PRcFyIYso0hZV4qh7YAseoXqMdSC+yN7bgKV9/yUjn2GaQmHdaHyXOYAV1eb+RfGjZQ2EFBDdkwH7WfQLyXzekZlPls9x8XL7J65ssMOfI9z4Z82JA3DbOkZHQYTtrWqIeyUhe2uWSZHqCXSX+kid56rlq1gpzlCLSP16gHLZg86AksPvUOFJmvVhyDL0aNogchw61LO7auCRe1TkO12VIZjXG5pt17rsLgRjETnFutFuZnKXJzTDzARynGcPykMO/LKytYZBQBTI5YX45NCt/zUCpHmGR4TJL0sUgJfn1Wi4sy6KkQQK/XwyrDtlQ2ul4XNkcT91dXW7j+huvlu6Yce8vWrUPnvv+++zAxIc9skffZ04g1ll+oNxqWAunTdjW8LLeFDk3B0IyE8pTKJYw1ZF7ToRS6Fa9QdicIbHieloXQ4zUoZjQ12USV4fsavaL7q0c+yw3GyWrdesONAIAZXnuV79T8qbmiRIG+2/TWp4yuoU63XMeIdPXwGD8cUrT54SHjPNT3QyvyouyeFc7g/Z2enIDeIw0djPjsahqi6Ae2b7H9xUjBzhqADvu9efZJKvHuaapBmiDmeGos26hh54wEafcsS6iFftV24rRn+9EiPIBjNY9TKVfRoIDBzp0S1lZm+LkW1a2U/IL5GhH+MEWc2wDDg6FPuy8G0yVUrEFLbORs+4Ay16iIjVccrwit93GmHAw3w3BwcHBwcHBwcHBw2NQ4Z6YnyzLcdddd2LlzJz72sY/hwIEDeMtb3oL5+XnceeedeP/73289d6eDyQFxbjHxvp8i5781vjtkTo+6jPPEt0VIvUBWfksLTMgNVPwgh2GMunozAjIzqMjK1J+I0WbuTVjm8RhvGfDvYDJDThnoCcZrjtHznXBJWSsFMNym0lNGRE4VGx8HuI7cRc/Nw0fEU6Wxlf54BZPjLOpEpupbj0pM83cOilfwi48sY7Uv2191tXitpnc0AQDHI4kfb1d7qEXiqUwor/jUpw4AAI4+vAQAmHqpweR2ehwYl+rvk3u20pGY4DzogzlvyNNhT2hY5r0MAxs36odBUYjrEsT5sNOLiZMnjuOzHxPGb4nJ1BrjqgXt0swg5DOo8t3Q5MSEogWloEjM1fhX9TzmJkdHnznPq55tLWbrASiXhhmeHndSUqFULVlPfxIz56Et70tlXDxc1WoFPSYal8sq8SnnKNckcXnXjS9DfXyKLbl0bet84vzZqRaA4zvre4WC6KDULArvrRlMnLeOM3mok1skub9craLXkz5CWQrtb9Uj6Pm+9SDqs7VJ1/TML87PIaMkqTr3Vih+UWbcuckTGHpWO8yFqdXITMchPHawcywU2mOex4zlYQqmR9msUVlr43kDSdjyDy0UeegRybu8cnwcM1uZU8bcOKOFHZXBShPrgSxAe45qvHc1zGwVZv/6G2/mtcs+vZ5c3/LyEmaZE3Ti+Ak8+djjuFRxXsZ+AHmao8dclCgMMDXDQpotGc87DDU4cUzsLU5ixMqG8dlt2y5RGjt3iAd6ZssW7N0njNsYy0uUyF4fPShCMNffcIPtSyu0uXmyTFGNuYjlks3frVipZ99ePyCsTKAFTLUT5N8JElTKOncpch7txUPKb6gst85XVMxDzxlFISoVCr1QNrjO/Acr9xv3kVOQSEVBtIjrU0/LNc8tLVsxpuoY2YZQIkzi+WSoXWeCGdzsEo/wOD99qrDXlq3AQI4zhgvXa/731NSk7feUXfPBOSXvWSn0gXSYCdEoHs2l7qWpzXHvUASjQXl/7XO8LACV0THBMbNJu9//lAgkxHHfRoDo4K0sSCkIBkZYTdaSjzrfjfFGvchBpOiQ5sYrC1sOq2uYv1FWJzfZGiGGfDTHB2tHfDOyzXrf2agFM7iffAa+f0ZTPWem53d+53dwww032L//1b/6V/jn//yf44knnsDk5CT+6I/+6FwP5eDwvMHZqcNGgLNTh40CZ6sOGwHOTh3OBefE9Bw5cgQf//jH8Su/8iv4D//hP8AYg8997nP4i7/4CwDA2972Nrzzne/Ez//8z5/xOFmWYXl5GdNNFiPzIhtfGjG+OuBCPGcxzAQ5dC3Y6Wi8t8aqDsTaMgcoqskys1ORmOo+c2ySJIHJNaadXkEt5kSvXtbNBuI25dgTdfm7PS6r4Mk8RZ3bdDLG2JKVaWyvWg/nXlUenJWV+pJ6s1YyJMyhSVhA6qEWPTAVFle6qo4JFhbMx+V4D3WkAOrUDRO8Tg+5kXYf/ZowRCful2vOeH1z3y2jXOJ1sF0Tu8VrtOVaOdf2/Rm6s1S4Y5uDmkoLq2RmYFfoeZ5fsg6f82WnFwPq5fzsxz+CA4+LdLh6otVLrF4kD4XHQx2OVSqrdbQIH4yVR80G42chjE8pUhaHyn/0NHpUTTQRLMOqscM+GRt9N3xTxKQnXfEeNurMEWKh3GqlhDRWD1k+dK7mLlHGGpvZi8uF4QHOt51KrkqRy7WOV8wfidv3TJF8xc9KmWo6O1hwzuQ4Ro+7evf27BEFSSs5XqnYfmGc3sZ5lbymwluepbYAbkaGZm5ZpbOp4pd2sXVK9p9gocqYfXw/adt+6OSsKFWtMK58925p65C6zwibU0hYr5W1nmtLv/uNYwflnAcnURuT3I+SlkdgP1xvhPaw+j5qMb0OC2fa98wf0IrzhuXax7TwZHPS5gSZPMdf/uV/w6WI82erBsY3aDAfrFSposNxT/uQOpWiDh4QtuLUyZNWVVDZjt27rwQAXH311QCAnbt3Y4yyuuqdVmZm1x7Zdsv2bVhlkVO1S308SU+VZFuo1ZRREWgxXWVnfN+357B5BrYgZGaL7oZkbwZzzgBhG/1ccz+GFVe1XZVKxbajyvdMy3eYgeKkekxVUpyeFK//dVfJfUFuwMAYLCxIrtTJWWG3rKjjmpKRGxfny05zk6HbXbHPPAzLyCjZP1qcVO/alqlJG6kUc56nOTXG5t56A0pmqkqmfYwqvaX2Oah9JcocaW6PMRivS1+5e/sOAMBVe4SdDzguP/z4ozYyR5Vb/VTH7qLgaRQOz4ebLCERlstWjVWL4C4vLQ5cMZClpSKvZiQ/tGB81lFvGw4+kGzxkQKso/mZwEgO0MA9LNigooBpkiZrctQGcU5Mzz/7Z/8M/+7f/TubZDw/P49ms2k7q127duHo0aPr7vve974Xd911F+666y4rd+fg8HzgfNnpLAcHB4fnA8/FToFhW9V6HQ4OzwfOV5+6uLh0oZrscBnifNnp0vLKBWuzw8XBWZmej33sY9i6dSvuvPNOfOELX3jGJ3j729+Ot7/97QCA5rYmnjj4ODrUz59ojiNjbGqicbOeqrSIByOtAIvzEsudUlnNC7jao+fZNNroj8mCqhNqDDBX071C81sLmoW+eGKyvhYRY6EwE9pY9xJjzNOasjqUSjMevKpsVAm1fkQRa6tMVbZFvDVXT8nncXrWS34JUV/aMTu3zPNzFa5eeq+IHQ4hBwwq6m2StsbtLp74m4Ny7K/LKjxnXkesq+GTAZ6W2qQoM+dixwtYwHSrHHe8VEWJ9zGuaRFK1mXhvYj7Xatql/WNVaC5lHA+7fSuu+46z607PbSQ3de/+FkAwDe/9FkkZD/NiBqK+j1yY5Bmw7GtRcwuj5tlyLUY6XD9SPheofpGZ7V9piRYUS6FaDTE0xgzFrnTlXfLG/BeF4Xz9FOV2Xy7bcz45DEqyTTGmwCAyZ3C9ITMTbsc8FztFBi21UatCt/37TM2A/kmNrfHepz5vR8MED3yj4mtVOlhPkGeJ5g9IXVnxqiYpfXFVHUvTVO0WFenOSb9nKq4KVMz1qghZN+nzHpki0aKhz7p9JAwd7JMxr9N9sTzPPS0tgvVKfV9KNNTWYpC620cvfZ1CUR+16FK19TWprQvzODZuhZ8P9hvhmXpE8MggO/z3xw9NU8nswX4YPOHtCDrqFqehwGFrEs0R/J89qnXXrMPxw4+VbAhYQl93jct0q2FNjVnNEtTNKhSpqzYjiuuAABMMx+oFEXWK66eYWWSNX+nXC6hx9pnWj+sXhPbm1M7C8KBHB5Vj+Kz17y1UsmyODl/U7YvDCNUK8r6DHusE84v+mmGSIspkkmo0t71vWs0xtBgnR6rRqX5HJzTlEsla4MZoz0CVbcbk+vasmUGV1wh86xlKuApm6SOEhsxM4AzFXU8k/f8YuJ82ulN11+DUqkCXxO1vaK/sYputpaj3MfpySk0GnJvV6gWrLWeQk/7vszaTGa7BI3WYGcc+NApuW+jMqgGZ/MoPVt0t24Zd+mPd2yRfMQnDjxpr03zeZWFzvO8yONU9TfaoqrLLa+sYB9Z/YhM9+Hjp6Rd7POaY3UbaaXfFZwLP/PiGgtBt2GGJslSFOzNsH3ZfQfGNP332t88y/5kWXZGpcGzLnq++tWv4q//+q/xiU98Ar1eDysrK3jHO96BpaUlpGmKMAxx5MgRK213JgSBj/p4FScWJIFzpbuKq1nptcSXXh9unZJ5K512kaDEqnt5KJ1luy7HScp9GK31xQQyM5D0DUiols8FhCaUxZrNzREqyTJrAOM+DcAWY6aBNEKU2I7M5/41DnZZiIwT1j6rou/kfj2ee7bTR6ct3oS0JC9NbUI6uTKvPfRK6LNDKvHCMjBUaUn2eeQDhzBLwQJfJ640Wh3M/SiE78nLeODbMqCcOiCd/J49cn+7CzFClRSmokGPoUq5Jrt3PSBh7FvurVfR7KLjfNrphUDKgfX+b/4dAODTH/0QAGB1eWlggsROxRb/0rDMYtGjYThlOgIqnAh2ejlypbF5zlClU33PdhqzizIZaGi1+pAvW5aB4ycmp4VOV6nMXpuTlX6KEttUYviOTnCVsk+SFCHjm3RgGJsScY7qhAzK3qUaL/k84LzbqefBD3wb2mDM4GLHbgJgYBLlB4WMLhecW3fJpFLDHvvdHprj0i+VylosUcsB0NmDokCeFr5tTkr40vz8EgCRAo5YsLmtdtPjpCtjKFwU2GJ47LatbPDExBge3X8AALCyKn3X1hkJ5Xnta18LABhvTuKee8S7oxMTTRI+03pix7TIHpf7EhLUPfggDtAJsecqESCoTrEC+cAqyo6nw+uZIvl5MH7CGx7QB5tTHOdMU82Lh/Npq34QYKw5jR4FdNI0tYWU506JOI+GoHW5zdZt27F9h4Tu7LpCQhkbDGULBwrK2qKMkfZ0sL/p9xMMndtz1V45FxcC6ihM0wzdXMbITAs8a1HPUCengXVS6bnUAZSazIpdFE4qXbTI97XAB7xouP1m2IEYlSKpdo+BAoxW7rd4odVJkHMcKdPeG1V5N9uryzjM8NTFFc432D6dtEeRj5QvSJ6cXtzgUl3sKM6nnRpjkGYJYGL7nafhhUbDvIOhfaqVEqZZePnIMVkc9GlDgXoh4aPQRtBxfOTcno+Spmlw4b7CEFDtUopi0IBhKZcaw93i/gG7TToYYgYggzpkjH0v+pzvafjxEs81MT6NMYahHj4uqROLDG+bZt/rBb4Nt7TzFV2Q6ALLeFa9xphhue7RsDdgYEGTD9ub53m2j005QJRKI/2q5w0INeGMOGt422/8xm/gyJEjOHjwID7wgQ/gNa95Df78z/8cr371q/FXf/VXAID3ve99eNOb3nS2Qzk4PG9wduqwEeDs1GGjwNmqw0aAs1OHZ4JnXZz03e9+N97ylrfgV3/1V/HCF74QP/MzP3PWfXwfaNQ8PH1SPBD92QzVmqxcb7peqLnYoyyulT6NUKYXOfbE05eUZNWJSOUBfRuuMcb4smVW7vTLxeo8JEOxsiTebZVoNrkmeeWYoChBv8nVsLI5XCl7JkcUkZkh7e1VGcpRj0C2Gf1l8RQ8uiBtLdFzkO4qoTZR4fk0PENW9ermDIMcpYDfkYUyPblPj35N2K2lw227albqUotXJn1pT9kPUaMHqLUs19FeFA+qoYc/MgYZBRWo6G0THD0Wjg1RgqcMmjeQpLsB8Gzs9PmEeib2PyZFZj/+oT8FAMydEI+KyVIbEhMFmgSprj75vlHyEafqTWFYGh9JRC9hAGOTICNfk29lG88rvIcdejOX2vIuVJtMwvU8S7vXKvLdRFO8rCo+EpbCInROC2HScxrSU9VebNlQtypDSqKaeJHgD3tmL2c8Wzv1YBD6hWtr0Mml4WQa5+7bhGyvSF6dFrZtnLLSSu+uLC/a8KCEXjrPyjfTI+d7KGlpAZ6zxmfcYTjR/Nw8olDO0etr8U7KUtcpgd2oI2GYUI+CHpNkjDq9BMur4vlvMDzyzrvukG2mt9rrCmhLKrqg7ajXKLmaJraN2n1pUvmeq/cBAIKrr0Kbkso5x5ygVDAKgLy/ReHG9ZNzsY73sthF5W+NfWkl4RcbBs/GVk2eo99roTEhXmnPC1Abk2fsM4QmY85FM6FtTk3hSoa1bd8pYW3KwljRgjS1bMdoIrTavef5qDFk7Ipdwhzp7dZwtbm5OcvK9XsMle9SoIJ9ZJKmNvRNwzrVmIIwtInuBlqgl5ETzBOpwMMkw/U0ZG41KzzwAJAmqS3wq2akBaQbvF+lUoSFxXkAwCP7Rab48GERf3joYRlXHntsP+ZnF3hMLbirER2FQI4tYEqoxLKvEyoYK5Es224cQ31WdgoNj+LYGZbs/DAoS5+SqZAB39/FpQUru65Q6Wl9/30/QIXFnjU7QJlzDfnK0txGdWhx0xbDL224rO/b+UCLfRWDPBDHWlA1sAVHi1DL4rmpHahYg8on6N/TM1OYnhEW/ORxCXFus5SAlgnI0nStoNUI44O8iChZw4pb6eniPbW1Ukek3gfZIBsibZle8HNAiDs3OJOdPqNFz6te9Sq86lWvAgDs27cP99xzzzPZ3cHhgsDZqcNGgLNTh40CZ6sOGwHOTh3OhmfN9Dwb+FGK+s55HPqKJFq1uikSQ2aHsahbr5AVZjNoSgOD0IoclMm+TFXoBUxZaLPXQcU6jZkLw8RTkzDuMRxDe1U8Lr4uJNUrTq9Rnmdo17lCbHCF3Gfs+xgTfqsVTDYpe6kysSkZpMUW2rmsiKuUWY32iocpPc52PB3DfwGZnkC9Kkxq5Oo+KPmIPBYeZd7RkfvIRhnxNuy44wr0TlEG+5jEYmZtueZrdkuS57VXbsfeHcKg/fdvfBsAcOCI3IN4VW7CWOgjVZluZn8oa+Cpefi+XTh73lkjIh3OgPkF8dB9+qMfBAAcf/ogABHBAADkGaosEFppiA2V+bd6w7vdGGlM8Ql68ZRxqTKnpxp6MMz7CWlnJf4W+J4tFKlFTVcppjHGfLWoBhh97+ihqtfkePO8FpOmyHMV3+CXjGGenxcvVGd5Fdt2yPvamJR3uzIhUpthqXa22+VwDvAwIHqBtZKf60mAqhTz1t2Sz6L2o17AmckJZLH0L3NL8sS1YKh6QfM8sMVEg4DPkufYsV2Kcy4sLFq50756zHsswJdo/5uiQrvZtk36K8N+Zv/BY9i+Q+zlhXeKwMi1LEa5ZWrS3gHNkVtZWQIAfPXLXwMA3HiT1O24+eYbYLLhBG4PzF3Mpf+MymVUx+WYFRaGzLQv1Jh0BGulWbX4rzLk6+VFDAgF222sJzPHRvKgPxvkeY52u20ZhHKpYnN6VLhFi4tOTMv4ValUMb1F/t2gZLXKUSuSOLZRHoEtVj78XHw/tLZfI1u4g8yRMkCHDx7CYfbFyjbGfemTVQQhCAKbjK4Mkcq3ewMFckPmXZQp+OGTlY9nl1CakDbm7FNrdWnPBK89DIOCzVLBj/KwFHa5XLYSxtuZl3aMRUkXyO7MnphDp8WIFktxmoH/Sp9tmR2NBvCH800MjGUZ8qQoH7JZ4UGuPdZn4IdImU+NmIXuec86zD37zkMPY5ZS/ZqX3aGd9rQkSxihVlYmkOw47VOLnJaC0DIyakNVffZWrAP2vdF8n+MnRW1265S8K/sPPm1zeqxQGOcLHow9Von2GbOtNebRj9WrOPCkzNE1D7PFfLsk3mLvlKfc+YgcdSE2UOQ/2gLp9pP5N3nRM46yNvpLnucDMt/gdfEctjRBbnP78jw9o5CBm8E6ODg4ODg4ODg4OGxqXFCmp1T3cOVdJbzm8N0AgG8/cBhbGlJAzId4XDptrtbI2ORIAaqcbZ2RlWifroe8Re9Eo4xaWbZZTiSXhzUSkXAbP4/R7w0r++jqUf9GEMKv8jsWOfWYc9RkbLhnAvTaco5VSvGq/IVXz1Cb0CJjlB6MuLIdl7b7rRoMFXorzA2qRlxhh/Lp5T76C9Km2ftlFa8FREtUTmqMT2B6p8Qne3vltypzlCbZ1rGohOkJiSG+mSp5Tz0l6iI9xk2b0IdPuUu/pJ4yXUUPFISiJ8iz/3F4poiTBPd85fMAgCce/g6AIr66RDZmarKOBovDqqqKsYXFGPddD9GnvGtMD06HjGBEF10vASi2BorP2HN4AGAVOTVXQf5OyRgEYWTzc3T/ZlO8kXM1cj3G2Pjdskr60pu1PC8sQbUaokJlxrAs+5fJ9ESO6TkvMAPv43r5dqPqeMYAjUnx2E3Sq65JXnUWlb35+hfgiSekf3rqkORaqKRwXQuPmswWWVS76VPieWJG2L0tW2bQZT+phUvbJRZDJrk5MTGO6Snpp7Qw49NHRNFr2/ZtWG2Jt/RjH/8UAOBH3/h9smP+cvkMQkxPi6rQakuY7IV56eeeeFyu/co9uzFBRSJtT5qJF7PEUgbwPOul7PFaS/S0arsqlZpV3hq8nwDgWXUtWHd6rrSPN6zoZeANeEjzS14h67kiyzKsrqxaiXTP9xGT8dN7HFESXVXGSmG0RuVJbTmmB933PBspoWxfP5bnaiD9TqUcrCkq2oBETORkz5vNSczNzrG10r/Ffc3LUEayUC6slIfzcvNsMB+DuWr0pOv7ktXqMG0x+oiMU3OrvH/jtM1KtWxZRW2r5jxo/k0cx+j2xT41t0GjYfT133vlTpw6KdfR68VD+1u534G8DM3ftFEeA6qDappZaimjTYvc5OjFXURUM81NpsFDqJRlLpgwX/wQmcH7H/yuzaeu0D60/Iiy23mWrSkSntBeK2TwoiAcYJHlpFMNLRcgNtTq92HsMcWWxjnfy8pUTo18BEYLixdMCCBMyQSPqbYc0JbSWD6PPH3QRomogahaoOYRmTyz4461p5HCoXke2Gu1kQhmmB1Ks6xQfRtNjhzI8bEMr23PcO5/lmX2u16vX5xnHTimx8HBwcHBwcHBwcFhU+OCMj0GBknYx2t/UGKz41YZxm8CAKplWcn6XOF2E8ZP+sDUlKxIm1Rr62TipenSBT1Wm0LfiFejy3MFXNlWKlxVJzka47J6760Ox2Br/k95PISSPrrq7VEN6ERLVrioeAjLGh9MpatI2SGDsKoebzmXen88j96WqIRaJF7JyGchwID5Nayps3rIx6nvsmhan8XGpsXTuNpeAgDUgxhXBKxZUJNGq+dMPZnHTy2g/aiouyxpzCnVg7q2kCnsNWtaVJG349m/festdjTPM4U6Lo48fRDf+OJnAAA95kIo+7J9C5V5Ih95qrGpWldBjqDqLHE/tkUT1TNn6zqFWrfHRwSNKxaP0jg9VVHoW/U2jbHXv/uxeqGAPvdLGds+sVXix6v0XHZWV62nRZ3cK0td7iO2WJkYQ3NS7L06LuxCuSHeTe8SLcq4oeB5lONbyxRYhmck1joMS9jOXJ6IdXnSWJlCqpYFPmao4NOld2+1Jf3K1q2SrzM21rBKVerp1M8e83Wa5Zqt8xNGYjfthtjIwqzUSpmcmsLkpLCAq23p9+tj8vdDjzyBL37xC9I22vbV11wDAKhQoc0LI7zspS8DAMywjoQq2mnxyCgKrbdyfFw8nT3m0aVsc5pmiErDeRQag655J62wZb2uJXr71QuZW0+ltzaxx9beUs+rZ2PWz+SV3CwwxiDt99FhraVqpY6pLcL4Kkuh916ZjSAIEWj/xj6oUHqi+lMYIuVz7ffETjX3pVGnWmQY2BwYHdu0zk6ddX/UpgEgoJ3FnAOsrIqdBp6PSNX8NP9WC6KWSjanSKMx9NP2sUGE2BMmcoIMT4U5RTUWmPSNsTWrtGBprcGcyLGmXGeS4sgRYV8PHDok91MjQJhLPHvilPXul0sa2SLt0PfAeGFRu8t2xSP5UPAQsXNP/I2k2/osYeRVTTkGmzyFJo2pDe3fLwp5H/64jOUHjswO1ECSe9sgMxxwrmiy3I6VyuAxYKhQ6PWMtZU2C4E3GDmxjf1atdtHm32ksuwrVBKssXZNnmWWidT8oTLPWYkCNMj05Hyax5izFnPOHQYBMvaJah8BxwVlPdM8s4XRw2yYvbE5Y36wphipGcn/wUAuXEH0DDDmYF85UudMo7P0PTbGDOTm12w/sR4u6KIny3Msdfq4aps8yNf9vbvx1XueBgAYT27yUi7Svd15ealrURXb65Jc2ixJB+XnLNwUa7VaIITQxVMcxA0nbFkmD7IVZfBYdHOSHcPUpDx8nzfu8NI85mhQKrDgMdyt2mSnVPEtpZxp4VIWL4vTGFmHCXCUe/YirV7PjjBsAKQeu6kY67iRbRf3UwLxeGof5ti4XHOJA0K7IwNuv7uASkb6POQk1OvqjZZz+x5WKL+piXH6mTN8w+QGHmlrrRYdRCqrqpMmb2Cts7nDMJ4P9Ekf3/d3X8Y8pal1sbNtpgkANqQt7ndtYq5O2LQDtouhNMXyMkMs+xzYKHbQ76t8q4epqhxorjtcRCzygEwTJtnG3Moeqy0DCbO4W1oUUpSHbTLw/Ml5lKtiT1roN+3qxJK2OVaDT0l2j+Ft9SYPtPmH0OcdnuchLJVsUWTkpnBa6GAyImQw1pzGzPYd/E5HGjqUaD+tXpEY3mYhx8VVsTkNUer2ejYpdnwnQxYZKqvS0SutHhoqgKBVzrVwrZXOBeJEF9vy+eRTMpn72te+agvfNil3vJOywzo5NADKHORvuuEm2Wa72NghTgrnFheLsAtesoYd9QOx3SzPrZBDeyB5HQPHj3JjQ1K7THhXO7ZhhgPhbcXCs5AAlu/NQLXy/IyJt5sBtVodt935MhtSU6qUrDBLmw5FnahVaS9xHFsxAZOoHC9LWeiiNM9tIduYEtPW/LW/iyIEFO4II3/d40xvnUG1LufVqX2Xc4FDVuCghVSLePI56rgehpENZ9PFm84TAu3nyiWUudipsfJzlUIGJV2Y5FkhMU8J7CoXb1UmmoelyHoqD9K+lxZkMVXmvGFyYswWRdVk9P5ASCAABFFou2B1sKn967sS+IF9x8MgWBMqu9mQmxy9XqeYJ+U5Srynh55+AgDwqc9+Rf4+Ost9ij5XHR+JFUJg8VqvKBPgsaPQYuGphr2lgM9x2GM6wZzKnVMwww/LdiHS6Yndf3f/o/I3nVO+51lJ9IA2GOpiP/AxxvFbF9Wzs1IGJdHFV56jzm3aFEsoUWisx/cxSVJUNWydthjyWkNbG0PFL4r7Mii4I/fHs32swoa5DZQJGJW1tgVe7aLdtyGvZ+tMXXibg4ODg4ODg4ODg8OmxgVnehZXWmhPSyjazn3XYfxx+W2pLcxOMM2VJZOcTyankC6Ip2Ln5I0ACq/EOGVFt45VoZnZV1M69cl5kdxbJuMz4UfYUheKUFeNra6sok+siIeom2VAnYUU6QX0KeGrTsqoGqEcqcdSPnKfiYcIUeH2cS6r7rFAV+jS1iisWq9fmQfID8pv3Xl6NMcnbDKjyiWmRlbYQUjP/ngJJVKH4ap4n+r0FvkNuQdm2zSadfFkPfKoSFp2+vRUqffXwCaSFeEvvv0N4MpbHZYbrEDZxYQmLj7BQqTf+cZXbPHQ5rR47zREUkMRSmGIjCFDKeUmwU8rbBB51pu5Ss/8OMMjyEqj5BcJqGUrbiDnaNZC5Ll6SngKLVBGCr6XZOjlWiBNw+rE89lsSrjFU/2DSFVBliejCdpCps3JSZRZjHRsi4iWlKtjZ7ptDs8EBkA+wCj4ng29GZWqVm/3tt1XW/ZEGZ4pCp5cs283AGBhuY1jxyUkVovKpmSojz8t7HyW5Rgj+7JjmxQK1UKidXoml5aXi/AQ9XpqwU4aS6fbRZvMs3oNH3jgAV5gbhmnq68SqeorrhC5YWUBsjS1IWZq87WaXM8NNwrzs7S4gMNHpQ9cYXHUMsPugqAovmrDOejp1WT2NkNIfD+woW82fElfosGQCusQV9phQKqaf1umJ9/8ktXlSgX7rrtOEsMBdDsdKxwQ8Jn72vcw9LfTLgpwl9i/qbyvMi5xv4e417b/luPRzsiMx3GCEkO6LBnHZ2WjNrIMdcpiX3WNhH6qMfV60p7jxxOsLgvr6dH2gjENlyuep1G2hP24evizOEGkYe++ylsHQ5+eH1l7V6aq3ZY5kcqo1/wxXL1X2jh/i0hUf+pv/pb3Ve5Bp9MpWDXeq0JqvmD1tc1adDWzhV5lC9/z7XMJA39tQcpNBs/zUCpVkGdyz8rlko3UuP8hYVQeP3BENwYgbIUyOx1uq0VFa2RDoihCqv2xih3wXkZq/56/RrxCmZX9h+ScW6enbDF7FTg6MHuK5yqzPZEVnbEhdTxeXipZFkeDaqu0qxLnGT48W0LDWBtkoV4Njcxzayspo5o0xC+3svI+cjuHUQYRQ38nSWL7bj2ezu/hF+NYXuiuY/BAhcCJPyCgcGbm3DE9Dg4ODg4ODg4ODg6bGhdWyCA3iHsxDsw/CABozuzAzivFUxgfFvZHk0x3MNkq7JYQr8rKb5VSlDG95ZpUuKPUhJcIizO3Kqve8VyTIoWxOdpt4dCKeExWGJvOhTLKNXpdKkVcdq5xtUGJ28i5ZupleFyN9yhAAI9JXl6EMUpVx/nwStkYaXuSAVOeJE3GByhccEILTPIzAtTFpUmaq4m0XT0QURnoUnmgrh7GDpkjPWcpQMhcpMWe7G/jRweKj+nCWgtZWRoBRaylp+xDnJw1ZtJBMHtKZHc//REpRLowewJTTcqJj4lXJlHBDHoTs7hvvSnq6QvoJVbJUJNkCOkynqzQC6csED07cZahnQzn6WhyeWY81FRwg8dM+Fk48nzEZIOW2pSDXxIbmtwi8udZEKLNd2myzoJnzPEpMQETno9KQ97NqZ3X8qvhGF6H54i8eB8HRMmL95he5XqjCQCY2X4FfCslKs+2ynyKCvMR9lwxjU5HnvcrXiMS0ffd+w0AQLf9BM+b2+1LFWU/xK5SepWXV1bQ6ck5GjZpW85Vb0ofPzs3Z/PElhbEc717p/SRlWrV0uyliuyfkK1OI3odTVE00UrtQj2c0tTp6S3wPGnr+//8AwCA616wT9rDc1fKZZQp9qGKrcoaRMzXSLMMXTIRmvdT5rVr3o/v+8UjWFOpVN8wU5QGyDe/ZLUxw9KzWZ5bpky924nmC8SFN9kmKmsyPT3QmnPh+z5KJUZlhMMedPgDxbV531PNI7PFDpWFDCzDND8nDFS1IcfdfeUeAMDS4ryVxU5pg62WskwxKrQRzavRT02X9OFLPg6KITRgweiSFT4qit9qpMDx48cBACdnZY40OTVti0rvYuHeN77h9QAKxufo0WPockzRXCnNfbKedABZViS/A2tzLgzMAFNc3MfNijzP0GkvW/njNEvx+ONPAQC+9PX7AADLLPoahdpX5Oj0VAZf7y37XNp2rVK222vuS0/l11MVQsnhcXdl/iYoiKAG0+/30bfROvJRZ3/qcx5aCsuo8FxpKu+SFp0tlcq2jfNzMle2ol/Mx/QAJIwgmSD7aaBCIGQtsxQmZ4kTjRQaKV8Q+WaNVHWmbKOOP75vWVfbH1o2yL449mItm6TH07/z3ObinY05d0yPg4ODg4ODg4ODg8OmxgVlenJjEKcJZhclVvxE9ST27d4LADh0WPIe/KrE/1fpMSzDR5ce5qfnDgIApmZEzW1n0AQApO0FLPUlP0dX6I/Ni7LGydYSACDLPGSqBsFVsJW440qzn+UwuVbrouewwhWmz/hg42M7PYMn6QFvUSEuCkIsUfYvAwuh0ks5VZI2b0l3ITkpq2em/aBckm01HnS5O4eALFJPCy5RwjDpMH/I95DxHlHMDrmRVf0Szz2b9NHqyEkOL4lHaj2HomWjRopn6T0wiUFKlbCkm9jVu8P6WFoUb/WH//xPAACPPng/ACBABl8lHMnYab6OGZCn9kKVQ7XVuQAAWVIUGFOVyCYZSGWB1IvRrAbo0wvSUcaHpj3XSrCTMu2Rzd+iJ4nH6Sc56ipxynfiBCWGpyjjNjYxibQnyi9lqiJVKyq3ynyHoITqhEhV1/npcJ7h+0BmqQV4moCo0r/0eG/dLTkxpSi0UudxQilgFmtcXpH+YmG5jXnKj9epMHX8qDCXEzPiXd5xxXY06Aksq9ywClWx0OT4xAQW2d8/8eRTbBbZIHrdxxplbKU89omj0tdfd62wMDu6OTIyNJrnuLAodqhFRT3Ps3kHo3lMmr+QJCmeeEpyep4+9BSPIx79lRUZO17y0ruxa5fkC2k+hCoUqaoVPGMZo8zmfMg9bKsMfVSy3vUg0qLOo5L/5pxj0DcDsizF0sKcZUp8P7SRGqY/oujEPJsoCAppav6m+WVRuWCJ9N4pCxTzeWi5CJMXRZR9LUTLv5W1M8ZYSeKc4R5P7Ze84IR99NTMVswxf0LbHkasNJ7mtmREqGJcWtxZbalRRZWqbRWyg5pTpDLbcZrhIZaZmFuQ98ajl32OLGhUquCKHdt5WnknalR2u+3WWwEASystHHmaebwsYaHv6vKSvD95lq+RS18vZ8emC14GOT1ZmmFhbh6PPyV5iw99dz9OzMn9WqbGtL73FExFKYyKIrFMqrVkBe291+9bNVbtA0r67AdyV0alw7WcSJ32bkwxJ4xo31XajkbxBL6BMZqbRWaVY3m9WrOy2CdpB4srSwCAGpmeShShSll+GxjE+ejMDKXWyxV7kQWbM9R0GJNb9ie339l/8NoLdUAzuk3RVdr7ko+eC8U+9lxnmZ86psfBwcHBwcHBwcHBYVPjgjI9MIBJDXptKrj0emg0ZUVZHpfVaoWrtJML4vGb7Rk0WXwzz1gcj96VOlNQlrvLONCTeNelZflssQZOifuuLgOBJ/uVWXunXGEssWrSl0Ibc6jhwF6ZHiIuDxc7MZa7WgJ1mAUyJYOIXtZddfEYTkMUq7JFWam35w2yVGtSFJrnANBjjHhvsV/EHFu2hbkaPRac7PWwyNX7XFk9nvK3eiVb7RwrC/LvhZNyP0ZDHQeE2RCMeDCoeo60nyHtMhY6NZveK/lsoZ7rz37yrwEA9339ywBg8ydKpcDmGGRUFspUWYesjGfyAfeKfFgvJb0+WWZsnZ+xBr08iSq+FWom43QszbNOT0y766SxZWa2TjAfoaQxu7JPP83QarGuA/N15pekHbMnxeN/43U78QDfN22zxqz7qkpUqqG5fS//XT39zXN4VihXq9h3w004/JSwF1nSH1BLk4dZoZLZ1iukLypFgX3OaofHyOI9eUQYcs/30ZwQ1n15fgkAsGenKLTVx+R4lUYdZSoJjTMHs6qFIslSdlodbNsqfeEV2yVP59gxUeo8dlyYlnp92hZJtYUdWax6dfEkji/I+ZV9+ZMP/w8557jkgzZqdVRD5sj1WGenpTV0pB2VcoSlJbm2vVcL43XimNgxHa548MH7ceKEtO2qq6QA6pYt4tlU9sHzPFTI/qjn1jJXfIfTLMMi62vofhX20RHfOw+FR/NyUG/L0hTLC4uFOpjnIYyGi3hq/o7mTwVBYFXaKqzdo7VFFMJWcNxiPRtV19N9TW6Q8LyhGS6AqudMksTWJFGGaNtOyV18cr8wL71ezxakbbfkfdF8sMmZLSgz/zegl13HUy1mWxsfK2ru1LUmEWumaE5dPcKunZJD9OBDjwEA5mb5TvK97sUxTjLPZ3oLCwh35L2bob1OjI3hBG0vp53GtDFt8+rKilWaK+rvkCEdYCHVNP3LoJj0/MIy3v+hT2B2UXOoi/wTzbEq015rVjE1s0poJa1TxjniClnHMArRoKJl4Cv7q0p+vj2OZX3Ifmgfo3k/WZbZeksB26Hnztnntns9O2HVucNMk3m1YzUcOyYs1hgVirWmj6odpmmCY6dO8hplm5tuugUAsGfPHu7jI7fs94jNDCir6VxR1dcKVsjwumJ7XxVanLRQuiyKk+YDOTxynGI/jdwqlctnrCd1QRc9ngeEvmfndL04hc/BbmxSOoM2J2bxkhgLVgNsuZ4PhxdS4mx8MRPDfHTpGEIuYDqsSttnUn/EsKypMECLnZGuaHIuGkp86MhyW0Mu97TDZDhZojfdQ6LyvCz+OMZQji3VCeyrSFjGVCLSr6fmJFxkbmlJ2pUkSFMmiFP+srXMkLhYH75vF0R+oIO23IOIsrMxUvRJp2cMD/D5MmW5tjXAwnGet0VhBTspljMZFMbF+rAwfZWv5MveNTD8t+9t/gJlzxZHj0ihuG9+5YsAYIsYKp/qBz487UD5m34qDY08t//WkB1N5E4SlUIFqhWVHB+WGde4t16cgVoFqJbkt8UVynCGPk4us4hojUVEWTm6VmXHkfrocyHVTyj0wVPMz8uE7sYbtmFmWibGLRaw1KTukJPh6lgT41ukmKQtmulw3lAuVXHNVTcj5ITr2OGDthiphlZMzEgoTIUhjWHgS2FCABMUpdD6cL0TEr6zZXoGE1zc7OBE6sUvvgtA4SQ5dWoRHh1Q4+PSB9Z9maCtpmIP35oFWrTDN97+KgDAKzjYPv7owwCAB75zP2I6fuoTEgbc4SC/mraRRyykTGnpfjzPT7Hhahij3xfbWmXIxgpFa2zBvOYEtlJEpD4uE8UjB2QyG1G8oFKtWEGR73xHkpZnZiQkc+9VIhE8Nj5hnRs2Cd5Kz/JcYWRlw9UZsby6ikGUS5ENb8FAodLNCs/zRQp4IJyqzEmghnbppy6CgIEJoj8iRKCy54ANS1Ppay0OqhO+pN9Hj4VG9Z2oMUwuHJCs1mewNC9hZH0u4LUwZJImts0qxWvbFfdQHWNoL8tt6LyiwrCyaq1qw9rGGOY2MSWT0TLH9zTPcf310qcePiYLm099/JMAgEWGuyVZhvk5+ffx4zI5VSGEJfbDHooxXm0avPf1uhY8L9vwvnwkibwIeS9s0/e8TS5jAMRpiqdPLBYFYv3inhQhvHIXdHwsRQH6sYytq7SztgoTabHjXtcuEpp89i2mM9R08R9FSFVQiOJFg7LNgDwXLW8Rc5FS5fwztGkaGfrsTyPaoIYor7RamGc47wLnnw0ugsfHmgCArjGojYkNTjSkrS+4UcrFVGsM9+31rCCGr7LRUEECDWkz9j0tFkJyWboGSNK8WMBg0AmEQhIcHkaiMC20DWEY2XtUq9btXHg9uFmIg4ODg4ODg4ODg8OmxoVleuAh8spIrJzpAhbGmWy3LJ4Lk4tXcfW4rGIbYzHKiXgxtlZZXJSJhid7SwCAlV4HSyuU+VU5QJ5zNWUyb5JhrKTS1BQZoORzzGXkUpLYECKV+EupNxmW1evuWc/SDIss3lS/HgAwgSsQpbIyXmSoWpeeqTgrEsR7FEBotxneppKFaZG0mapmKvdPYnouA03q9a2n0Bj1OFJOUL01KTB39BSPPUIhFnnPNsmMxBGyZbIQuRb8G2Z3NrlT8lkhy1Lc8+UvAABOHROb7lOCNaTXNykBjLhAahjepsmvodzUIPQRMFHaUG6yS3uJY3ke5YqPkEVN+5QDLqlUeofHiXxEfBeuEA10rMTyW7efIqGQwtFF8UhdwTC3RlkL0Q2IHGgolFEJa8qor65ix25hEQ48LoymFkMLS+pVn0ClMXnW++fw7JDEXZw6+BB2TEvfOF69CvsPiIf4ir3COmuydb8nfdL4WAO79jJ8a6uErPU7DNdhnzbVHEdZQxSDou8DgHmGm5XqExgnM1Otlrm/hLCNUUylMpNiWeVcrZdejnP99TcDAOK4g2NkSVU8pd1lkeogwEy9CQBoNiScbfdWCilsFRamWimjiLyhF5QskIYMtzttlKvSN59aEE/n1p1iu75l/guP6sSEnFMP+/TTBwAA9cY4tmyRe9ZgSJ/2u16gRfpSgIyCeof1veiz2Olqq2NDvaIgGEhy3pwIwgAT05NFIVd4liWx4bv+cGHGICjGHQ1V06gEDWWxFOXAd/o8AltEtoI+GY1el+My5LNC1jEIfMv6jLPg7kqrZdsOAKVyBSlFanSekdC2e55nQxgbDQ1h0wLUco5S6KPCfrrObZoMO1KmxphCTOblL3sZAODQIRlPvvl3IhnfX22hmyiTwEgUFiVdXV6139d53tEk8Bavq1ytWppSWQgzEJoECAOUW6Zn80tWGyMS1IV0t2/lo+NY32lhZrRfXG230SOz0uWY39UoHL7jjVrdshKLZH31OHquOE1Q5bipERwRn0/GNvT6fStXnmj0TSDnKjMUrVIqYYzs4jT7MWWe5hcXbSFVtf1lFr/VgqpbpragVhH73Eom0obmeUVJDA018zRapVAwsNdlmR4VY7KMoq1qDoXdNtP+gMyRP5CDYUP+h1kh3/ds2Q1zFht1TI+Dg4ODg4ODg4ODw6bGBS5O6iHuBQh8WZGtri6h1RMP4xITx/xV8bL4DOudnAFmQokvXFoVD91JIwmop5aXAAAnOh30euJRa9Rl9apskq5MU5NjiZ7zbJlSkmXx9qgnJ/WBiP/2mHBqtCgnV7WNUgU3zOwFANxUvxMAELdkFXxqdRG+kWMuMKZ8YVkT4igvWBqDpmJqDLMWDeut0CMaA4jpSaKkrGHVKo19N4mxMqgqsx14miAnn92VFpZOimfKLsKV4WEbBuWnMx4n7zFGU3NRfGP3kNhfR/WMYm72FO77xlcBAF1KhKpHJadHqNc1aLMALR3jUM90RvvwYODxWdtipPRm1ClP7QV+UZSL3p40Hi7a1etnoGMKOR/kDooezALoMB55njan3pWrtjI+OPCsZHamQhvcpkuli9mFFVy1T5LCZ5lsi2BYyrU2MY2oMnaWu+fwbOF50mdNNpsAgGY4g/K4MCHXvUAY6CVKMy9ROrpSH8fkNKVHyUSEEM/gFkpHR4GPMvN+evRmHz2hcr3Sx05NTgidDCDwmKzdEPZF2eCrpkrospieejoNbV6LSV5//c1IuuJlnNkmuZA9ekxPnjyOblt+U/Y911wzei/LpWAgIZ323yVL2tdqf2X4bLfJJA+iSW970bcZJOqRJBNar7NItk2u93DylDBp88z9mGbejyalwyuS1610LXNAVNrWVIAeRRc6nU4Rx75JYUyOXq+DwBYiLIoUh9HINGTAm6s5ON46uQ16IP1tbS6AoFQqWUEJLaIb06a1xIXn+1YoQ9kPZYU6bWFGKpUKSrSDNmV+lWHM0sQmgid9scu0zBZwXK2Wx1Bi8nu5Ku9bUNL5CsUYwgg1isps2yZtfuMP/RAAYIH5at/9zkM2n83eMl5zl9eFPLe5H3rPVdBAxZq6nfaAJ/709qfjj/G9wpu/aWHIRmjZCA9dsrMqUqDzoq4W0YVnc3c0n1rvuTIm/biPLFcxFNnfp6GvknnzPKBOQYtJ5lPmNueXc4BShEmyLl3abj/VvEGZH4/V69hJSfPZORmXn2LfnWeZFc3Q4rkx+2EVtVltLeOm6yWHZ8u09G1L8zKGTE1fBwDoddswOr+x4gKF2IJcjzfAHA7PZYzNA1rnndbCpfppjD12PiLyVBQdzhBzzOj1uzZKaT04psfBwcHBwcHBwcHBYVPjwhYnzQ3aqzHK9HYjaOHxY48AAPyA8YhUcwua4tXYGk2jwxXtIbJCLXrNTrTogV7poVSjahuVphJbkNHj8QsFiJAsjs+cBab9IAgNfHplJlhkcaIkHtGdY+I9Ha/sxI6ySL96mbQ5zmSF3er0MbckK+p2S7w9cY+eJK5ItzaraDDWdtoTL8AqC4i2yrJPt52g3VIvqzJV4lXIqeqRebn18it8+zjlXHPHT6HPWF9dGdvcHLvS9iz7o7CSgdzJ84ZjfB3W4vDTB3DiqMjdao6WjTtVli426FONr6yKQ55KU7JoHzwkI7Scyptqwc/V5baNM65QfU1NwUt13xwxv+yS8klp2/VSYD3aPXrGu1Sf6XH/SuSjQo+jyk8ry9jju3V8roXpLWK7W7eLZ6lLL6d6Mqv1SevRdzj/8IMQ1YlJ+CW532MTE9i2U7yEJT6DyUnx1uVWsrZhlZwyeis15wH0kHkBbIx0h0xNVFaGpwlAih1q3lfC48ydEBakXBd2PkoyW8wvUBaQcesqLRz4QIVtDSvyWaGHtBRVrMJUi8pInq8KlJFtcsd6RMXGV1rS70Xsx2emprG0KKpvtapKp2tceBEfXuJ90cKS/b6eU1XEfFsU1ef1HKUEtyoWzmzZYhXIilzIwrMJAFkaI+BvYbT5FTGzLEe71bJqbMYAoUpVZ8x7IhujOTlmkH3wVa1y+LhBGNjnYHNXdNzSXcuF7XlQyWrmSrCvTpIEHdrXkhZtnBd70YKkWW5QIzvYp/JWt13k0MTs+9otfdaah8S8jrEGqjWx74jvgKr+6ufC0iIqZb0f8nn1taIc+E9+8icBAO//sz/HI/c/wPYz51fVQJW58jzEZChsjsWA5xzQorjDY/16NS00D8PLN7eNAnL1eW5sbneaZYjI8Cgzo8yPFvk0/B8A++w8FhNdWW3ZY+sz0vd+JW4Nfe/7vmXw9Cko46NyZz6KPKFsRMlQCyJvn57GCbLRjzIfTBVgq5UKWrTZRe6vEUeTLAHwvS++C9eR6Zk7Iay4vnfdlrDu5XLJslCW2RlgzOXepQMskBn6Tec2HorcnVHTywbk1O1uI5LXg/2mzqHarVYhp70OHNPj4ODg4ODg4ODg4LCpcUGZnizN0FpsI2O9CK/WxrGT4jGppFIvwo+ENSkzD6KVpVhhfHVSlpjpLmNt1VvSr6aIUzIaPhU2xhlTnejK0LeFPtUlNEUPek6vT1StY+eYqA9dPS7KR3kqnplyKCtuLw+w2NJYSjnn4orEyi+1egiMrPDHeI2dlHHB9FbOzs/Bb4ri0cz4JNvaBADUWXit38ixXJHVeKct19GNZYXdy1nA1MRWds0L6THU4mUdiW2cPX6qiJO0C+KRvw3sqtsyPN7wih1ZZneQglObPa733KH34tjhp9HmM06sV2Y4zrfTT1GmZzz3VNWJ91w9Kb3Y6t1Xyex4JSqz2ZhsY5WO+pnmx4mHqNGQbWtBCENltxz0yLAOVKubotXXnDePx5YGzFEFMQoq1gNVZz0qVRhSD8zSSg/7nxIv9w3XSW5PRA9XSlao3+87e3ke4fs+qvU62i3pN5M0QUR1IJuHQgYiIkMxbwxCLeRGL6ayLmMN6e+8IIJH7+D4OGs28FNVi6KoZFmPiH1zf3FJPjv0gMddWzdIcy9MLPu02KdkSc8WqMt7qtpJ5icwqPIcJea9dWlbDz8sBVmrUYAGFbcWmL+0a68URB2fEPWh1mrL5i8FZNhV4U3jv/Mst+0IAta/oq2rFz/JABNr3o/0yVUyRynHqUcfexw1Ks3t2C5Kb3pujW1P4tgyGlK8eHO/I57nIQgryHmPet0efMbgW4aH43ChwuZb761C+yBVWsthEELv4zDMQPx/VBpmijJba0m+L1fKqCashUeGpWBhyIr3e/C0CDPfm4Be8ixNba2WsvaBqrLFcy0tr9j3pNrQ+YocRxW5et0uTrDwqObeTE7LPOH6a/YAAH7h5/9XfOC/fQgA8IXPfVbOpWMDo2ACP4AWHdT+Oj9DP2ynA97wfTKDtVb8ze8j9+Ah8H1RYIQwhDpJ7mmxW97HUFO28tzOoerMt1liLZxBRkIVCH3aTIf5V2rvaRIDWhMvYMQEt51mbZ8sy20NnpxzgDrr9EyOj/E4PRw6Kbk8yy0tSk+FuCTGVjL1iyzGq33S9i1TPF4FWyalr+/yOlbIfiZkuYxnLItjtCaZFh5mAeA894qakfZTo2AKJmY0imhUyTLzPdtGhfbdec576gc297Tf7a3ZfhAXNrwty9FaWIVpMOEzSZEyqqJCqi/cIY1d5gt2KO6h3+bAs8qKsUxkzbVYo2/gc1DJMrkZSUcelib1l8oVTE3Jg6xCDOjqqiTNRpFKTG5FOeQix+egy3C7bsoio/0FdLvasfD2sYOol+roG8pQ0wBU3lrDkZIksYVKNVxojFKqmhRZK5dRmpRjr5bEaFfa7Ng7XHyEAfppn/eDFDdD4I4dOgIAWDghE4BBaPhHwReKAQMDHZ0dgDm4e96asAIHgb5cc3OnELNT03AAHUlSKxee24RV7bhskqkmQmZZYXMMK9JQNE2gjHMPCSUxqV+AuZVhu4uzIpytw8XOUlc27iQZyMKrQjBStmuRlb3HxsoYYxgo53g2gdwmbSY5nj4sISC6wHvB9RKKoYnlS8efwtyT3wIANGYkLLQ6LuFWLuztuSMqlbFjzzU4eFAklXvdBGMsjhhysaCxGirY4vs+KnSwjIYf6NTR5AZZ1rH/5j8AAEsU6kBQtiFKGoqjFd41TC6PQtsHWmnirAjBAaR4YtkWpBwuxFuvN5BXWYCO70WN706nI7b3rS99GluukEXO1S+4CQDQ78g+x44c4XEqMFoEk86ygIvCJKaATJLCz4v3EAA8FbLhy/zAbAVzeVPaEXLA5X3yuA9MBe2npW3h4zJZuPVqWfzs3cqwz3IFfZ7XuwxCho0xiPt99BjKnSTJQIFsvW+64Iz0B9vXqDMlYvkKrSJfLlfsojPi87RS2DTbfj+2E6nIFiOlA4iCBFmW2cKjJZ6rKNDJeUaSIbQS5CHPyTlAFNj+PrfVqLX4LIuGZx7abZnwLC6IfZTrLLXhybYnZmdx6pSE03VWZexfastc5o7bRTjphuuuw+te870AitC7Rx56CADQbRdiDlo8104AR8Zwb+Ar/RydA+TG2Hfa982mL1dhjEGcZnYu5nueHatH76N11Jjczu86PS32Ktuova222yjpYkf7T0IXlYOT/Tal9vW4umAdr1bse1PSEHf2i6u0k5OLK1hhqGZVRQ94zn4cY4XCMGMUW7n2+msBALfuk0X1tTuuQMJt9BynGOrZp5Fv377Njhk070JcScMh4Q8IEIyEuVnnu1c42a0YxHB/6OdFAdPM3isNrZNtjIntPev2+wPj2Vps/qW7g4ODg4ODg4ODg8NljQssZJAjjjvwW/Q4xmVkfVl3jYsDDMuGdNoyPWx9X+u8WVlej80uRaT1mjOosRhTK5YVKcr0eJOh6fcStBju44UsEsWQni1loQW3jW1FoyxhCV0W8lvuy4q3Q0oq8isoVWRlWgnF66Qr1VbQwSrkfKsJQ0wY5lYyDA3Kc/QpnX1iVto678s1R/SsNyo1jNfH+Z16tMT7FMdK58X2vJ4Na5M2P/XdJ2Xbfmy9Ap4lGzTcT/409j8DjqA1i2RTsEHr/n75Qj0K/W7H3lT1JOg97mnx2TzHYls8LlpkNk9VXlU9mhFSMjy9Phk8ejM8esw7rR4qDNdQifWAyd2rXfW2AF2GdvYoaKChcFHgw1MWj8xfZpM0Zf/HT7SwZ0YYyCsb9NRb759sOz5RRZmhd4stselvP/A4AGByWljVWv0E5ihnfcVuCYHbdu0LAQBbr3mxtN0xPs8apUoVV157sxV7WTx5CvWq9IuaWFpWud5Ape09hJoMS0n8kPYTr0ofkud92+et9mSbBmXItZ5AuTph5cxDj4nZqfbRGhYW23BiZd3VPafMTZb2rUcUDPuMVOTA8623coxJvZrIO9kkQ18u4fBTTwMAvvGZLwEAOqvCct9wxx0AgKtuutGG5WX6zqmnlEx7HPSsIINNkGXfOteV9jy8OG2LAqr4QokiEiaRe9fvdpCk4kXNunIfDtwn48GeiSUAwAv31DAzzigAf/N3qGmSYO7UCSsDbZDZUDH1AvuWiSw+lSXscxzWpOeItjg2MWmZmZD9k00wtzRGEaK1uizMW5qrgIHY0sryEpKTlCYmCzqhYUBLMhZneW7fKQ3r7HVlvDd5LoocKLzy2k96fF/8ICjYF/VcczxfUAls+FiYl3D52ZOSRL7AgqhxTxnOtr24qekm21OwY3LJZmCQ18F/OKIjP0Oo+oAiuN1Ptt3ktupJmKWNwBgozlqoQQ0LQ/i+b1kKDWnU57Ha6tttlAnRcFp/VGodBbuoIZErDE9TZjE1Bfuixc+zFbHpVbI7aWbsHFPHgsH5o0aQaAHTXTskpWOahaZPHj2OGqWqVxmyn7M/T9j2arWCTmtYSCGzLLlKpWPgmodDLM1A2Js/IuIympKR5cU8y4YWcl6sBXiTJLXhdTAN+MHp+RzH9Dg4ODg4ODg4ODg4bGqcE9OztLSEn/3Zn8VDDz0Ez/Pwx3/8x7j++uvx4z/+4zh48CD27t2LD37wg5icnDz7wQwQkNHot2NManJsfQkAcHyOHp1QjpXlBnmiHhNpbqUknrkaC8fVKg27MteCjuONpvxWkm3ics/G/NZKcuzDSwcBADN1SeDK+gmempXk2OUepQZ9TbKUFebEWAPTY1LAr0wPta7KkfiIGJtb5n6rLLqXhYxRL1ewzKTjVXqvmMuOVSaRLy91MF8lU6SMAFfaPRtf6sH3lPGSlf8TT4mXfemUeIq8AceMDUdd46jxoAUybbHTMyhTXsoxvefVTs8RPcbwnjx+DJ6yYbx/PUpF922SqUHaVhlReoYoEqB17PzYQ6crnphWR6UxKcOeF0wSzQAhE66VqdFQ1jizkfJIbCgyWR3jgWk+0HSjoiij7NWOU+u1qpKtvGJKvCpVOhXb3T4Wl8W71OqrvLG0eesp8T7VGlUkmXjhb7tV3qm7KaE8tk2Yn8bkTjwXaOHH1ZVTaDTk3bzU2aPzaasGHrZvk3s4Mz6OkNc+OysJ0auLxwAAHcPE2TSGRw9zSm9hyD6gXKL30QdWM/mtRq92Tg+48Rmb7kUIyHZ3g+GcHPVi+oEPROIpr9QlryVWL7tKuAYRSizS2Ceb72uhZVMw/D4ZFpUoDgM595HHH8c3P/cp3gu9DmnPgfv+Ts5hUuy75VbZv8I4eZVEZZvLlZpNKtbiqEqRdwzzRqpV5HyvNXE2zSmD7DGnJEjhUeTGvo+5tPW7c/J+HJpbwt4JeQbX7yihr5WELzGcLzuN4z6OHjxgE+3zPEOgghh8Vsr06Djk+77t+3RIUoaF5BxKlS4W5uRZlWmf1epwTlsYRpZZUbY8pf1rHiY8H8sr0j/1ZoUl1LyBbkfG6TRL7fnHKKne5fie9DpWplw/1YZt7oPnF/lGvJ4m71tzUvqtheWWSMoDODkreTpHD8v72+a4MD8/hx07pISGevI1x0klwYVpVe/4sBy1la7GWqi96vvr5fkA63Pp5p6dt/7UCHOhbGGW5UWRdv5D740yNgGKPF5/hMnTexeF4ZqCsrndZpjFGPy3brNCcZrGWANeIHYeMcpiV5NRTolc24nZRaQaKaWCDLSL5uQYbr1RCoxevUP6NJ/HefroCQBAf2kZe5j3OD7RlP21P7ZF0VM7J1VGM7dziGKyOZqvVOSQFsyYZX+Ki+dx9b3J7Y82X8gWNC3YYsseZdkZCclzYnre8Y534PWvfz0effRRPPDAA7jhhhvwrne9C6997Wuxf/9+vPa1r8W73vWuczmUg8PzBmenDhsFzlYdNgKcnTpsBDg7dThXnJXpWV5expe+9CX81//6XwGIF6NUKuGjH/0ovvCFLwAA3va2t+FVr3oV3v3ud5/xWEEYYGJ6AmUWuTMmQIVMzNIJqkDVyvxNlaISVMviBalUZFv1ZDZUnchk6MXicfcNVVWyGtvLwkvTkzAePXT04i2yaORT848BAFZX+lhZlePU6EGZHhPvZETGZXl1FRFX8816U05PR0q9XEWD16Yx7VbRgnfa9wwS9Ziqmz1jXgbb3u3HaLG4nufLZ7Um7VE5zTw0KpCE9rIwR4cflUJUWb/wyHgjzpm1NfCMjTMe2Mr+xi1sDgiMB6MnvoRwPu30XKCemP2PPggAOPTUfvudSksPMjwAEGe5lYa2TE8i975G9tPzgBV69LaPiZ1P1WkXlOydb8Xw+WCXOppDIQjoSYxzgx4f0yqdyEzXQW6M9ehZ7wzbMxhru9yW9+SJE+Jlao6LDfr01q6sJvZaU74Esx0emPRlNekj1njnh/YDAK656WYAwExb2CA/GkcYai6HFnU898hbLRxZrU2iHwvzFLcWkFEl7FLD+bTVNEkwd+wIuqtLAIDG+DimtwvrU2exudZSEwCwuCCevN7qss15DKr0qjPfR+X7O3GCiD6xxrh4nlWOtSgwV9x7zQ1Tz7wWvIMXwo/k/AlVL0tN2lGo8e9jyNkX9mOxiRLtYbAwsnWE0kuoakgvuPlmPPK1z8m1MQZdFeJS5pAcfvA+IJXv9lEFq8JCkRnfpTwxCEK5xgo9m10Wd47J5oR+hsxXlUYWHWZ/q9LLIUrwfDJFLFngUT5YX9R2VsJDs/LdY8dXsdy59Lzo59NOjRHGWYeOfrcPki42T3W0QKvnFYVgq8w/KKnSKe/18uI8YubfqmJknREgY5QrH2tOok7JX499kTIjHVWCzY19filzFRYpv77KvIrV5UVUtIwA8x/qlCbv+UCtQhaIuWc1zfmiSpbnl2A0rw2qXCj2VR+TiJfpmUm87CUvAVCw+d3Ol6U9zAFenJvFI4/InOXKXfKud5jPq+yZMUUexWiu7pmCNbTfLR6FWWfOcGnhvI79Hu+BRm34Pnybz6yRFspEat9XFHlVFkiF2CrMTUzTBEmq7NHo/Elzs4sbrfLt+l3KfVZWVi1rcvM+KQh+1zViOw8cEDt96QtvxuFZyQPbf+DY0Dmvu+4FuOtqscs9e2X/ViL2+pXPi8pq2osLpklzP9muRCMEktQyV6rCWuT26DvlWTZdozFGc3sGZdTX5v/I94FfMEW2iK7mS/cK1VrN9ZQcweeg3nbgwAFs2bIFP/VTP4UXvvCF+Nmf/Vm0222cPHnSUqzbt2/HSSbdjeK9730v7rrrLtx1111I2pdex+6wOXA+7XSWifcODs8HzqetrjAx28HhfON82mlL64U4OJxnnE87taFZDpsWZ2V60jTFfffdh/e85z24++678Y53vGMNTegNaG2P4u1vfzve/va3AwCaO0sox2XEPcY/5kBriavFKj0nE7JqzLhSC+LcshUdKpz0GC89p06TAIjKjHNkIT5DFmdiQliiKcxgstYEAMwmMqkda8gKuVqTz6ePPI0wkVWw1uBpl6WzLjMmG16Ak4vicTm5JMfZOj4DAGhEE6jQU1gvy3GsMI+qfJVLqHIVf4ox6j265DPGdRvkdqWvyjRlepgyeqaCJECVHqRH7xW2YWV+lScrnsXoY9GY4lKdijfl0NY76lNpRF97LZKJQW9r7q2ljy4BnE87veuuu856vtaqTDY//bEPAwBWl1Yss6N5V5ktTqcMUBFnbeO8ebypGutQRAF6OXPeeP/7OfMkVCmt18eWGn9T74j1nMjx2kmODtXblFA0A7Gz6mBZE1e8zrXOLss78O0nxd63sPBvnuZYoaKQXnM8ohTne4WXqlwTT+xXv34vAOATn3sAgBT1HWdhtVtvuQUAsHfPXl6PHG9sYhJjE/KeVsimqnGrx745NYMSY5Erlcwq3lxqOJ+2um/f1ej3upiYlD5obGoKyywkF5CJmN6yFwBQn5Bcqofu+Qru/8rXAADtJWGJkRdvPQAkmYGh/b3qB34UAHDHS0UJzRYzzlMbU631nsqV4UKTJs+QMc+rw34TVAPMq6Ia1E2AlGpDffZvp5bEc51lQN5nXQt+amFJje/utX006CnPyeaoV1Y9jUm3i6OPfAcArDritS+6GwBQpWfeeLD5Opa1Ya5RK2VBbd+36nOa55mQDQJZiSDyLWMURuxTyUDZ9y7zkeVaB6uB7BLUFDqfdrp3z5Xwg9DmQGZAUXiMpqdqegGVmcKwZJXUQo7vWgC0T4YEJrNsUKmseVfSH6S0/26va/N99FNrAWnez+L8HE6ekBw4rXWmn0bzO0xRP0U9+jX2PfV63ebWKuOkNVZCvgth4A8UxGEeGa9LazWFfogoku3vulMY8Wv2SX2zL3xeGJ9HHnnEMruHDhwAUOSWDuZwFMUih3t16y1f57Epe6GKeqd7tpcSzqedlssleJ43VFQUNpdH99e+rVArswpkI+fQyIt+XrBBmjdoa4EN7DLaxmIbzWExltVLYulbYhYDPTwrudxL3cex7wphOd/w8tsAAJPb9wAAbrnjLjz0DWHFH3lYapht37kLALDaknFjrFxDzv5viXlu7RWZW3bL7Kf7sc0VS3QOohEdaXFdmsOTDtQhBIq8ssHnUtxPZYrkHqRear+L2b9nOfORyMKlSVowTVl+xtzzs84Kdu3ahV27duHuu2WA+NEf/VG8613vwrZt23D8+HHs2LEDx48fx9atW892KCRxiuNHTsFQwrE5NY2sKi9mmZncPkMFtFhivVFFyCKLAQUMTnTYKfkyGQujFBkr2JpAi5dxsIP8faJ9CCuphFWMBzJBeME2SWzVkLTvLNwHv6vSqZy8sYBcQMMvR2Ugl/YvtcTIVlak42nWJzHDROqqDnoUG1jtiEEtLi+i1WbCJDuqdpfVZXmfvACoMBkyYnheKVQ6Xh56EHpYnZNjPvGQiC9oh6oUtzfwXbkhx9l5A4vk3boPADCxZRL7dkinet8XZRL6DdKcMdvlB0ERutVNkV+CUUPn005hMmT9FQSUorXVtwbw8INyj771zW8CAFY6vaJSMgewPlcbWkE+zXI76wlKcsyJOkMfWFU5BtBiZ6biBCkto8WJ4Fwrhk9p31YyTAW3rXhCbhMMMZK4agYKd5lziHnIuJA5zkX1wqpWiw5hOPhr567FVwt5ec/+dvCk2P3hWZl86mQAnmfnPw99RxZEFS7wdAyIosgmp2tIlX6OjUmIyc/8/C/hlheKDLbvh1h3VL8EcF5t1fMQhGWMT3MB0V5Ba0n6pakZ6efqTRkAa5ncp5e86vvRnJZ+6pMfeD8AYIUVvDOGLMggJc/y3s98DADw6De/AWAgSTfPi8kaw9F23ijFQWsUqPE8D20uChZZmLGPRwAAsRYijWO76NnLwXqVibtPH5tH1JZQjfKCDNIpB77c2Mp0iGPZPrA2xT7QJh0XoRknnnhUzs+J87UvlnCixuSUNTgdQBM6HHqpTjpQSHBrrFauoXSccKIKo6vAQIu3crBmKBayHGC4quScX3oKMefTTiXcKrMOkCRJkBst7MmQLJ0YGZ3YFKHX+hn4I59hCI0cTI3c/zYXBLogb07NAM1JHkefowbsyH0Po5KVwV5ZljDQNgs0qr1XKlVktNNsJCG7XC3ZUHpd7KhsrvZtxqTI8mBoPw3n1cVTluWI6LjZ/6TMK544KGHBL6LT4drrr8en/+Zv5bf9Ysu9XmLvs55bi2JbyxoNH0RxX22Svk7I2U6pYJoN3YdLDed37KeQgS1wOygnzXloMDIf8Ox/ioUNx6bUrDO5P8Or7o30P8W5aadhaEPm5hbEYfXEUfl7lQVIjV/C40dkDNh/VPrO6cZBAEA5SLHjSilG+sBjEvrm1Siosk+EhWaPHbf9Zp9lC9p0OJVoTb0ktvMctStbOJShbD48G3I2WrjUhrDl+YAAQja8rT28tyb0Te+HhtJlWT606DqdFLu06yzYvn07du/ejccekxjSz372s7jxxhvxxje+Ee973/sAAO973/vwpje96WyHcnB43uDs1GGjwNmqw0aAs1OHjQBnpw7PBOcU//Ge97wHb33rWxHHMfbt24c/+ZM/QZ7n+LEf+zH80R/9Efbs2YMPfvCDZz2OHwZoTE8gJAvi+R4yigv0NcGPKzmfxTz7HYPpLU0AwBil+lYX6EWm2EBqVpD0B5OYgH4qK91Wj6EVWRVdMj2TU5LA1aCUasLVLMoGV4yLx7Tqy7adhCEVRuUGI1RIX09UmMRIEYVjp05ijnKXIdeTq/S6ajjUqeVFhPT+Nco1tlFZKjmDFwL1iTrbIUyAsl1KHQZBhCOHxPPZowfVD+mtUW8DgPK43Mfrv+caAMCOq6+QezAjoS7NZhM3XSve2ZtvFuZr2zXiIT5+VOj+wKshJoOwPLuMR7/6XVyKOF92mneX0Hnww6jd9v0AgH5WRimU56BhEadOyr1ZXiX924+tSIF6Gbqa9GcpXaDCZ1SmV3CF2tHL8+JVbHf7WG7J87Reazot4gGqWwuehv5wIT5lh7zAtymz9rdUvStmwOs0zAbB0s6+9VQG9FpHtngg9/U9S+sX4XrDHi9jcnhkyvr0bJdV5GPAmaXH6UHesziRrqlBfew0SdFm8bVk4H4CgDkuz+LLX/w0brrtTrZxLTt3KeF82aoHD2EQ2H4vTRJMb5H+rUmmZ3lBvH0B71ipVMJdr/g+2WZavJ/3ffGTAIDHyebE3T6MeuXbpwAAqz05jqfhbYAV5CgxTKfXUllqegjjDCuUXif5VxSY1LCfNLOhayvH5HPnldIPLx95GnnG0J1Y3jWVPdZCosbkA+ESemP03Sk8fkpwJmTL5w4JQx5T2OYFL38lxsiKqXte37NOXwsJDiQh61jFcN+YYXyp7yMsU4iBYdIINOyPzFPcs/KvJjVFTYFLDOetTzU5et2ulYwOS2XbR6S57aCG9glzwPcYrhiohLl60ovwSZPLfdcIB2VNKmTPW8tLiDneKSts1Yc8DSMvo84wx7HxpjSHzQpZ6qLX71p2MI1Vklztyx/oc4b7UmV+qpWKlVvXsJ8+baZaG+PxMlv64M47XwQA6Mby9zfvvQ8AcPNN1+Hlr3wlAGCRhSmPPy1zAZURlmZxLLBjxHBItQcPhm2OqnL+SkMYsYkZmSdcua2JqpE5zP2PPIJjx4/hUsT5slMRMuA/oKHgHHdJKUa0ReMXUQ06niqzMWoLvucPFCOVbUZD2c7ETtjmFdF2mFuVfms70yPuvuNqAMADDx+FRtyqKbY4Rzx67Dgef0IYxIcfkxInp+alX7/7+mtsu1aXlgAAywyls9L77Cv7vT5CzmGMZW80lI3zUAwzMYOfwwVZwd90W41MMXZbywxlRZSBnItRNGkhZJCl6RnptHNa9Nx+++24995713z/2c9+9lx2d3C4IHB26rBR4GzVYSPA2anDRoCzU4dzhWfOZXl5njAzM4N6vY4tW7ZcqFM+Z8zOzm6o9gLPf5sPHjyIubm55+34Fxsb0U6BjWerzk6fOxqNBl7wghdc7GY8I2w0OwWcrT5XbMQ+1dnpWjg7vTSx0Wz1YtrpBV30AKKMtd6K/FLFRmsvsDHbfKlhI97DjdbmjdbeSxEb8R66Nl+e2Gj3cKO1F9iYbb7UsBHv4UZr88Vs76Wnk+ng4ODg4ODg4ODg4HAe4RY9Dg4ODg4ODg4ODg6bGhd80aNFoDYKNlp7gY3Z5ksNG/EebrQ2b7T2XorYiPfQtfnyxEa7hxutvcDGbPOlho14Dzdamy9mey94To+Dg4ODg4ODg4ODg8OFhAtvc3BwcHBwcHBwcHDY1HCLHgcHBwcHBwcHBweHTY0Ltuj51Kc+heuvvx7XXHMN3vWud12o0z4jHD58GK9+9atx44034qabbsLv/M7vAADe+c53YufOnbj99ttx++234xOf+MRFbmmBvXv34pZbbsHtt9+Ou+66CwCwsLCA173udbj22mvxute9DouLixe5lRsLl7qtbkQ7BZytnm84O31+4Oz0/OJSt1NgY9qqs9Pzj0vdVjeinQKXmK2aC4A0Tc2+ffvMk08+afr9vrn11lvNww8/fCFO/Yxw7Ngx861vfcsYY8zKyoq59tprzcMPP2z+7b/9t+Y3f/M3L3Lr1seePXvM7Ozs0Hf/8l/+S/Mbv/EbxhhjfuM3fsP88i//8sVo2obERrDVjWinxjhbPZ9wdvr8wdnp+cNGsFNjNqatOjs9v9gItroR7dSYS8tWLwjTc8899+Caa67Bvn37UCqV8Ja3vAUf/ehHL8SpnxF27NiBO+64AwAwNjaGG264AUePHr3IrXrm+OhHP4q3ve1tAIC3ve1t+MhHPnJxG7SBsBFsdbPYKeBs9dnC2emFhbPTZ4eNYKfA5rFVZ6fPHhvBVjeLnQIXz1YvyKLn6NGj2L17t/17165dl/yDOnjwIL797W/j7rvvBgD83u/9Hm699Vb89E//9CVFGXueh7//9/8+7rzzTrz3ve8FAJw8eRI7duwAAGzfvh0nT568mE3cUNhotrpR7BRwtno+4ez0+YOz0/OHjWanwMaxVWen5xcbzVY3ip0Cl5atOiGDddBqtfAjP/Ij+O3f/m2Mj4/j53/+5/Hkk0/i/vvvx44dO/BLv/RLF7uJFl/5yldw33334ZOf/CR+//d/H1/60peGfvc8D57nXaTWOTyf2Eh2CjhbvVzh7NRho2Aj2aqz08sXG8lOgUvLVi/Iomfnzp04fPiw/fvIkSPYuXPnhTj1M0aSJPiRH/kRvPWtb8Wb3/xmAMC2bdsQBAF838fP/dzP4Z577rnIrSyg93Hr1q344R/+Ydxzzz3Ytm0bjh8/DgA4fvw4tm7dejGbuKGwUWx1o9kp4Gz1fMLZ6fMHZ6fnDxvFToGNZ6vOTs8vNoqtbjQ7BS4tW70gi54XvehF2L9/Pw4cOIA4jvGBD3wAb3zjGy/EqZ8RjDH4mZ/5Gdxwww34xV/8Rfu9PhgA+PCHP4ybb775YjRvDdrtNlZXV+2///Zv/xY333wz3vjGN+J973sfAOB973sf3vSmN13MZm4obARb3Wh2CjhbPd9wdvr8wNnp+cVGsFNg49mqs9Pzj41gqxvNToFL0FYviFyCMebjH/+4ufbaa82+ffvMr//6r1+o0z4jfPnLXzYAzC233GJuu+02c9ttt5mPf/zj5id+4ifMzTffbG655RbzQz/0Q+bYsWMXu6nGGGOefPJJc+utt5pbb73V3Hjjjfa+zs3Nmde85jXmmmuuMa997WvN/Pz8RW7pxsKlbqsbzU6Ncbb6fMDZ6fmHs9Pzj0vdTo3ZeLbq7PT5waVuqxvNTo259GzVM8aYC7O8cnBwcHBwcHBwcHBwuPBwQgYODg4ODg4ODg4ODpsabtHj4ODg4ODg4ODg4LCp4RY9Dg4ODg4ODg4ODg6bGm7R4+Dg4ODg4ODg4OCwqeEWPQ4ODg4ODg4ODg4Omxpu0XMJ4SMfAR555GK3wuGyxBe+AHztaxe7FQ4OZ4QzU4eNAmerDhsBl5udukXPJQS36HG4aLjcej6HDQlnpg4bBc5WHTYCLjc7dXV6ABw8CHz/9wOveIU8/J07gY9+FKhWgfvvB/63/w3odICrrwb++I+ByUngVa8C7r4b+PzngaUl4I/+CHjlK9ce+93vBv7szwDfl3O8613AH/4h8N73AnEMXHMN8P73y3l+8AeBiQn5/3//73I+B4fnhD/9U+C3fgvwPODWW4Ef+zHg139djG96GvjzPwe6XeAlLwGCANiyBXjPe9Y3ZgeH5wnOTB02CpytOmwEODtdH27RA1n0XHMNcO+9wO23i3G88Y3AT/yEGMt73gN87/cC/+bfACsrwG//tix67rwT+Pf/HvjEJ4D/8B+Az3xm+Lif/CTwa78m39dqwMICMDUFzM+L0QHAr/4qsG0b8Au/APzkT8rC50d/9IJevsNmxcMPAz/8w7KSn5kRA/Q8oNmUz//yX4DvfleM+J3vBBoN4F/8i4vdaofLDM5MHTYKnK06bAQ4Oz09wovdgEsFV10lCx5AFjMHDwLLy8LifO/3yvdvexvwD/9hsc+b3zy8/Sg+8xngp35KFjyALHgA4KGHZLGztAS0WsD3fd95vxwHB+BznxODnZmRv6emgAcfBH78x4Hjx8Xlc9VVF7eNDpc9nJk6bBQ4W3XYCHB2enq4nB6iXC7+HQRAmp77Pue6veInfxL4vd8TI/y3/xbo9Z5RUx0cnj1+4ReA//1/F+P7gz9wxudwScKZqcNGgbNVh40AZ6cCt+g5AyYmJH/ny1+Wv9///oL1ORe87nXAn/yJ5AMBQjECwOoqsGMHkCQSV6kYG5PfHBzOC17zGuBDH5J4SkAMcHlZktYA4H3vK7Z1xudwkeDM1GGjwNmqw0aAs9PTwy16zoL3vQ/4l/9Scnvuv1/yes4Vr3+95AbddZeEzv3Wb8n3v/ZrIoLw8pcDL3hBsf1b3gL85m8CL3wh8OST5/MqHC5L3HQT8Cu/Iiv1224DfvEXJYD3H/5DiclU7hsAfuiHgA9/WAxVV/kODhcAzkwdNgqcrTpsBDg7PT2ckIGDg4ODg4ODg4ODw6aGY3ocHBwcHBwcHBwcHDY13KLHwcHBwcHBwcHBwWFTwy16HBwcHBwcHBwcHBw2NTbsoucNb5A6N0tLwH/8j8X3X/iCFPjc7PjCF0Rd7vbb5f//z/8j3x8+DLz61cCNN0oy2+/8TrHPv/pXIsjwT/5J8d2f/ZkUW3V4nnC5G6rim98EwhD4q78qvguCwoDf+Mbi+7e+VQz1//w/i+9+/deBj3zkAjX28sPlbqa/+ZuFKd58s5imqm3u3Qvccov8dtddxT6uP704cLa6vq32esCLXyyJ6zfdJOUwFK5LvfC43O0UkGu9/XaxR1U+fuyxwn5vvx0YHy/6zAvSp5oNjgMHjLnppuLvz3/emB/4gYvVmrVIkufnuKe7zmPHjPnWt+TfKyvGXHutMQ8/bMzSkjF/7+/J9z/zM8Z85zvGdDrGvOY1xsTx89NGhwFcroZqjDFpasyrX23M93+/MR/6UPF9vb522wceEAM1Rgx2aUmM+gd/8Plrn4PF5Wymir/+azFXxZ49xszODm/j+tOLD2erw7aa58asrsq/49iYF7/YmK9/3XWpFxuXq50uLhpzww3GHDokf588uXabNDVm2zZjDh68cH3qJcn0/OZvAr/7u/Lvf/7PRXMckCqzb32r/HvvXmBuDvjX/1rknW+/XaSlAaDVAn70R0UO+q1vBdbTp/vDPwRe9CLxivzIjxS1dE6eBH74h+X7224DvvY1+f5P/1RWoLfdBvzjfyzf/eRPDjuuGw35/MIXgFe+UpzXN94o3/2DfyBSgTfdBLz3vcU+n/oUcMcdctzXvhbIc+Daa4HZWfk9z4Frrin+Pht27JDjAaK/fsMNwNGjgO9LXSBj5FqjSCS0f+EX5N8OzwLOUM/NUN/zHmn71q1nv6dRBHS7crwkETfmv/k3wP/9f599X4d14cz0mfWnf/mXwD/6R2e8pa4/fZ7gbPXZ26rnFe1IEvm/57ku9fmAs9Oz2+lf/AXw5jcDV14pf683/H/2s8DVVwN79lzAPvX8rZ/OH77+dWN+9Efl3694hTEvepGs9N75TmP+83+W79X7tt4qenzcmMOHjckyY17yEmO+/OW155ibK/79K79izO/+rvz7x37MmP/v/5N/p6msPh96SBgT9fbNz8vn2962vuP68583plYz5qmnit90n05H2js3Z8ypU8bs2lVsp9u8851FG/7mb4x585vXtv/znzdmasqYW2815vWvlzaO4sABY3bvNmZ5Wf5+97uNue02Y37xF8XTcyl5GzYknKGe3VCPHDHme75HrnG0HUFgzJ13GnP33cZ8+MPF9+94hxjqb/2WMd/+tjE//dNrj+twznBmenYzVbTbxkxOFvsaY8zevca88IXG3HGHMX/wB8X3rj89/3C2+txsNU3FJut1Y375l4vvXZd6fuHs9Ox2+o53GPNP/6kx3/u90ne+731rt/mpnzLmPe8p/r4QfeolyfTceSfwrW8BKytAuQy89KXAvfdK4aRXvvLs+7/4xcCuXbJyvP124ODBtds89JAc65ZbgD//c+Dhh+X7z30O+Pmfl38HgeTNfO5zUtRJCzpNTZ1bG666qvj7d39XVsoveYnk3ezfD/zd3wHf8z3Fdnrcn/5pWbUDwB//MfBTP7X2+HfcARw6BDzwgKyE/8E/GP691RLvwG//tsRMAsAv/7IUWP33/x74v/4vyQP6L/8F+LEfk/heh2cIZ6hnN9R/9s+Ad79brnEUhw7J/fqLv5DttCLvb/+2GOov/ZIY6q/9GvD//r9iqH/4h2e/JochODM9u5kq/uf/lKLRg236yleA++4DPvlJ4Pd/H/jSl+R715+efzhbfW62GgRik0eOAPfcI9cKuC71fMPZ6dntNE3lHn3848Df/I3Y3OOPF7/HMfDXfy3tVlyIPvWSXPREkdzk//pfgZe9TB785z8PPPGEhGudDeVy8e8gkJs/ip/8SeD3fg948EFJ+Ov1nnk7w1CoPUA+47j4rV4v/v2FLwCf+Qzw9a/LIuWFLzzz+XbvBrZtE0O+5x7g+79/7Tbj4wVV+YY3CC04Nyd/J4kseN76VqEXR/HtbwuFeP31wIc+BHzwgzLf3L//GV2+gzPUsxvqvfcCb3mLcP1/9VfAP/2nRfbszp3yuW8f8KpXiWEO4qMfldGl1RID/eAH5RjK8zucE5yZnt1MFR/4wNrQNjXTrVslrOSee4Z/d/3p+YOz1edmq4pmUwSNPvWp4e9dl3p+4Oz07Ha6axfwfd8n55mZkcXTAw8Uv3/yk+K837Zt7b7PZ596SS56ADGi3/otuVGvfCXwn/+zPAjPG95ubAxYXX3mx19dlfyXJJFVtOK1rwX+03+Sf2cZsLws8Zof+hAwPy/fD6r6fOtb8u+//ms51npYXgYmJ4FaDXj0UVk9A7Ki/tKXgAMHho8LAD/7s8BP/ISsgoNg7TFPnCjiQO+5Rwx6elq++5mfkRfvF39x/faopydJ5BoB8Ti4ju9ZwBnqmQ31wAFxYx08KEHM//E/Ci25uAj0+7LN3Bzw1a8WwcWAtPG3f1tcP91ucT+zbLjndjgnODM9s5nqcb/4ReBNbyq+a7eL+9FuA3/7t6KYNQjXn55fOFt9drY6OytKYYB0mZ/+tOSMKFyXen7h7PTMdvqmNwlLnqbSF37jG8MLwjPlTj6ffeolveg5flxow23bgEplfdpweloo3ptvLpLEzgW/9mvA3XfLvoMdw+/8jqzYb7lFPCKPPCKJXb/yKyK5d9ttxWLi535OOp7bbpMV8uDKeRCvf708+BtukKS2l7xEvt+yRRLG3vxmOcaP/3ixzxvfKN6Y09Hbf/VXcs233Qb8H/+HeH08T+aO73+/rMBVEvATnyj2+8hHRHb1iivEG3T77XKtvZ4cy+EZwhnqmQ31dPjud8UQb7tNXJL/+l8PL3p+//eBt71NeuFbb5XeTq+12Xxm53JwZnoOZvrhDwN//+8Pn/fkSeAVr5DjvfjFwA/8gJxf4frT8w9nq8/OVo8fl6701lslAf51rxuWRnZd6vmFs9Mz2+kNN8hxb71V+s6f/dnCYdRuy6J8vUik57tP9YxZTzfC4WLj3ntFFeTLX77YLXFwOAOcoTpsADgzddgocLbqsBGwUe00vNgNcFiLd71L6MtBStPB4ZKDM1SHDQBnpg4bBc5WHTYCNrKdOqbHwcHBwcHBwcHBwWFT45LN6XFwcHBwcHBwcHBwcDgfcIseBwcHBwcHBwcHB4dNDbfocXBwcHBwcHBwcHDY1HCLHgcHBwcHBwcHBweHTQ236HFwcHBwcHBwcHBw2NRwix4HBwcHBwcHBwcHh00Nt+hxcHBwcHBwcHBwcNjUcIseBwcHBwcHBwcHB4dNDbfocXBwcHBwcHBwcHDY1HhOi55PfepTuP7663HNNdfgXe961/lqk4PDeYezVYeNAGenDhsBzk4dNgqcrToMwjPGmGezY5ZluO666/DpT38au3btwote9CL85V/+JW688cbz3UYHh+cEZ6sOGwHOTh02ApydOmwUOFt1GMWzZnruueceXHPNNdi3bx9KpRLe8pa34KMf/ej5bJuDw3mBs1WHjQBnpw4bAc5OHTYKnK06jCJ8tjsePXoUu3fvtn/v2rUL3/jGN864TxD4iKKBUxrADP5xFpjT/+MM26z3hTf0S5rl3OQZkl7e2j+f0RFGN/bW+X7kHEP7jv6m+51un3UO63nnsPHIKUxu8CwJwouCZ2qrMzMz2Lt373M/cdYHAKTdjnwmCUyeAQBMLjZn76OnHx7AZ+L5+hkAkPdH/vbh+/Jvv1STHYPSc2/vGkjbsrgFAMh78tnp9AAAvX6MfpwCAKJA2pjzuny9Hg/weXFqanrNeg+Q58hy+W5selo+t+xkGwZfCjPwbwAm4ybquwkA8Ls8wcGnj2FubvFZXPfFwbPpU33fs7YAyPus73RUEpsI+Gx6PXlueZadtt/11uk8zGm2Mevsr+Zs8mfQPzzjjvM0xxhqyHM83kXARulTn42dTk9PY/fu3QPX+Nweutq4MeYZj2GDWO+en+54g+eydm7ygf2Gfcij/d3gNZ/bOYa3Hfx7+JjA2sH/9BOEnPv667ZhvUlI8dvhw4exsDC/btsvRTxTW63UI9Qny2itxACALM3g2VvL58C+zT6DgaFp6DvA0gq1cR9lDtFxyueo46Ivc+IsTpFD7Klakj47zWSbekPG+Uq5hOXVVR5Hxt5c26M9cg4kHTZZL4zt8QMg4OCcZvLlFTvl/kyM13m81B57pXVSzsVx3rDtq6spskTtkefitUahtH2sXkGr0wUA9Ps6x8YQvACojcn2tZocKO5zjsRtkxzIUt67ru7Ic/NawrKHnO3J4SHv5/bvUTzrRc+54r3vfS/e+973AgB838eVu7fCDpemuLCcncfoosXAFGsRM/zSggaSm7XbqPHlA4OvfmcnCXxKS0symdMHe67Qh+3r5PQcO9+ibfnQ90Unud45tEMdvC4978hLuF5bRw6oxyuVI/vy5SMvs17PYCeb5zl63eQcrnJjYdBO6/U67r333oFfMyCXThB+hd+d/Vmb9jEAwPJDXwMAnDx8HKtLCwCKBYSvk3R9zlEIw0UOwjIAoFprAAAaY+MAgKhWg89t6pNN2ebqFwEAgur0Gdq3nn3wmWfSm6TdOQBA3J5Fb1UWDF//nx8AAGSrSwCAoydXAABHTi5iYVn22z4xJtvEMrH2uSApB0CtEkkbS9Ld6IIo5uJpdX4Js225v//Lr/4qAODOH/r/DV2HQQwD2cYz8p56sbTDBFV+jsHLO/ztCO56+T9a53o3PgZt1fM8TDRr9rcgCFHi6Do9vRUAsHfP1QCAleVlAMD+Jx5Dq8V7x3636LuMPY5O4vSnjP1VrSrni5ME/X6Px5H90lSeux0kzzipPLuXZr1J4OhxBr9f893IuPCMUXiHzr7tMz2X9vco1u+bCYN2WqvV8Ld/+7d2zJPnxHFHL37kvvl+iIxOIp2o6Ril45cxZmjRvz7WLlayXOxTHTIYaM/pFh1Zltl+t5hXqPNK3pnh/fSy9JqHnROD29p+zuR2u9F3c/DeZZwFqkNsdHyHMWscGLmdFBfH0c31cnxw7NE5BYpJmgHwhu9/PTYbBu0Ufohbf+AVeOrgAwCAauBh9YQ4L3Mj9yZuS58X92QelKfG3sA8yfidHC6UoQk/9I8rqDfkj4eekkXL+Lgcb6Ip4/v88RAnW6cAAGMT8lt/Tmxq7zUzAIAdkzsBTubLJZkfJOxz9dzziwv4/N88Kd/Fsm0YyGejHmB7U4692pXt//H/+nMAgJ/9X34SAPB3j/8RnjzyKADg0SeeAgDc98VZafu3jsrx4CPi/VMeIypzAWLk8+orI8wvyY04ekzuVVgR2952lbRh61UeKlxszTTliNvr8vdCS+ZKWRJjfkmOef+9cu9TuWUw7BcmdkVYOCLn6J7y0D9w+jnqsw5v27lzJw4fPmz/PnLkCHbu3Llmu7e//e249957ce+991pPtYPDhcS52OqgnW7ZsuVCN9HB4Vn1qc/Fy+3g8GzwbOx0enp6ze8ODs83nunYH1Wej4gJh0sJz5rpedGLXoT9+/fjwIED2LlzJz7wgQ/gL/7iL866H32HAIDcMwO+vgG3V7EJ/9YQIHpiMOzFk69Hgi3M2pCa0QmCMjT+c1yMDTIigyzWetus55VcE2KyzkTGRkGt89uZCOnTbTt4XBtGtUnnT8/WVu0dTZdhMvEweOXt/O0cblYgnpgoFPsKkSNLlU0Ub5t6MkM+A5Ol1qOuNpz2xdMURwxPMh5y/tZrC2PUIO/bvOGVcupqMckweZ/Hlv2T7iLa8zIQJGSc5o48AQA48qR8zs/OI+nKfgcPCWMVeuphkm6j3e0jY2hoHNMbloiHJaOnv5WmaIXS1kZNPDn1apntkX27GdAjxV+bOpcFp7I/I+FuGxzP3k4LL3IYhRgbawIAxsgMqod4x85dAIA0TXD02BEAwPLKkv0OgL2VQRCiURf2Th3UKW13YmISANDpdjA/1x/crQh1sJ9F37qW9VnL9JzOyz767+Fr99aGTXjDNjI0jKx7lNNgpImet7YvHg1R3STmeFo8Gzs1xiDLMntvcuRrmBFlbOJYGN1yKRgIlw3WHO9sKKITMoSh+qXJZLK/6ffE614qN9a1uUHkebaGhTFk6n0/BNb0R8PsVBBgjW0UtlS0eW3khjf0KbdkeM6y/rYj8wobTuDbZq65jd7A+wLAgw+DHBsVz9RWu702Hnz87xCRPPfTsh2bM73nti+QfwSBgc/7Fuut4me5KttM7ahi/xNtOabaDI8zXZZ9H1lZQcZ/L5OFqQRyoCMcr59ePQxOJ1Di9D30xLbbbfm8/sob4XsHAAAJKadaTXaKIiBjWFujKvsvLguj0uPYnXohui3p17/5uYMAgAe/ISGNGs0ZDtiyjRTiEBJzTnPgUAtxzrF/j5zrqptk7H/xbcLmPHVyBdNT0raqzhOqch1bp2XbBw+kWJ2VbQIyRdodJOwfOrMGUSbbV2oe5vzTR20960VPGIb4vd/7PXzf930fsizDT//0T+Omm246+45eQbp6ZiB8SzvD0ThYz/6n6JTspEeXULk9pn09R/ot3/NQqdTYBMYOJvJgba7EGWb968XTrr/56G+jcb7eUBzwuo1d53jFcdcu0IzS8vbvtQOCGT1HEZR8hnMPtHBgYbfR1kbP1laNEftAfBJQMvfsETkDJ5aX0KN9+SYD2CFoGFBg81LYcaRZ0bnyp5RveKJ5M1mOTB8fj9ddkVC0TltCmOrbdyFnCMTC8UMAgMV5oagXZmdx6oT8u9+XCUaPoWYJO75Wq4eQb9NKW+5DFOjgLW0thz5iXycssm0USdsTXkNmfGvvLR6n35dz+LyI5U6CgHHARiffZwjPKybYo7PMjT3bfNZ9Kop7US5V7HNPuBBN0+EBYOeu3bYfqVVl8Jmdl7CKfk8Wz0EQYnpaFqAl5gb1ebxqrcbvy2itSphcovHlGiZDe6hWa6hUJCS005HQQ10gA0UemE6Aw1A+1Q6zLFvT76uTKh/MizvN+6j3xfd95OlwDJnRycvQF2tWTyNHXOs8K/Yf+jgHFE68jWS5z85ODRcfYkt5nlmnozEaoiV/R1ygGGMQss8bdiyeeVE8uoha34nIkKCBeUYxLq/vBA3DaOBYOgeRtgaeNxhjNrRfrnmcJhuwx+HrWn/FvP48w/M8qF8s4DVmWcajFIv90XB5+3deHGf03bLnsCFthb37AyGAGwXP1FajsocdV1YRt/l3PoUex9S0w5DIQJ+hTl49+Dkn5SPzV80HOnYgQ8ixstYYftbHn5bj9/0cKaPouVbC0jLH3D5tOvTgkYwarzFkzGeYXVmcVM3KVmQJ3xcNB2V/73seejxHwPZ89aufBwBcd6M4xWYm9+DjH/4wAODR+xa4LffhwsTkxk62lYTQfB+aO5a7Oa6+fS8A4KqXylyo35e5yNa90s/fddd1qEdXAAA+8Y3HAAD3Hj8OACh3uaA54WG5JfOTvbfJe7O4LA2aW5KxpBen2DEj179l2sfqIU3+WYvnlNPzhje8AW94wxueyyEcHC4InK06bAQ4O3XYCHB26rBR4GzVYRDPu5DBIDzQ2zBA4lgPgzfsJhteC5+JWQFgCl/ZemIAABBFEW679XYAwHXXvgAAsP/J/QCAr1PNo9vpn5b4KBwyA56+ddtzLp6Q5x4HsZ6CS3G0tcc93b3bKIpBFwUMC/PiRcAXL8JaxbDTwyPtXDA3CQJ64VXVJPLocSRdG+cGOT3gnnpwGAYWKRuUJPDpAVW2skfv+cHDErbUTb6OXiIunZRe83ZHtml1e2gzdE3dMjG3UeZoebWHQJN0+Z1PXj3uyzV0+zFK9Pwom1DYmXqmAC9XZpUMBD3uWczQPpOBOYzod1pD+5/5XTkDw2M2lkfyWcPDkGJbr9+1TIq+27X6cJjb5OSUtQllcepjTKadm+W2Bs3mFACg0ZDf+iPHDf3AbqMhSfrb0vISAKBSqWIXw+q6XfHWWfUnPiJldQBJeAeAHu0zTmIktOOQ3vEymaMeWak4SaynezhRvlCu8wCkIypH6481Ixh1kw9tud5vPOJZ+tVB9sGcF/m6Sx0evKEQNc+GxhahYsrMFKI9o+OTsjeDggbKpIwKGqw3tlnBjSzhuaRNWZohoZu9WtFp0XoMEYbaaJkVc3pFUw3N83wfxXMuhBjkU0WZCnEFY/QTQ3+LeZmh39ZEgBiDNFP2dTikz6q2mWTgAByrsuEoFN8P1lV03KwohRF2btmOOY7zSauONFuSHxkqZp+gmrPx4GnEA5TxYQRGi6FrD/Zwxx1y/5+c5xyAbFKLbE4yblDmMRfn+B1ZmTKnHVNThabSKTIrO6fluFMl2ehrX/s0YvafAefVvY7YexT46FAIISJTtXRI2Jc/+oM/kG1bKbqdBW4v50qtnZHNARCU+A7QZlLOW2pbpX/uznWxsCyh8VN9GWe2bqUq3ZiI7IzN7MWRJyRa4NiiMF5br5gAABz9roxFx48Z3PZyOeaePSIGcWRR/j40J/OFJ55cQi+QG/r61+zAE5+TyJf14JQFHBwcHBwcHBwcHBw2NS4o0wOIZ6RgZbxCA11/H4nT903htFUfxOg+g3k/sLG+xfkA8W6+8I47AQBbqSRz1b6rAADbt0tM4Qf/6oNordLTTM+J5vvYRF8MxhOvf4Vngz8Sh/tsMBzLbFvG9p17a8zA/mbknp3tvJseyuokfYA5B8jFWw0/Wn+fQdCzllPQIIkTKzivif79lPkyPHxmYANoVb9fb3lPNemDEGXKQCc9sjctyZdoM29ipdXFQlvlhIfZnF4co0VPkMqXqi36fMuW2n0ruqByl1M18dZ4Pfm+l2So0hXUYZ6OR4+lT1tsViN0KXGeMIenQ6nPgNtcUfEQcr9VMgTnljw1mpe22b3lp0ORJ5jE+UCfxefUE5tYXhbvV6PRwMzMsGBEjTKh1bJ40NrtDhpjwm7W68L0lJIKj8vnFwaYioXp6dMO1QNfqYpHLgwizDA3SNkgreOgnmgxebI4ZXlXel2tBdWzTFApohAG27q8Ip7BVrttz9+jhLYyPMpkmdzAD5Kh+2JFRc5kNmfo70ZzKNfkTZ4jLpcedVBwyPc9a0ej5Rg8ZXMyY/+tbPPaHNm1JSPWq28z+l0+MvaGYYhQ8woxzAaFQWT3Pa2gkAd4ysyMcIdWtXZdWWzdVvvN4ri2FpvKdQ/kAudkHUYFGqy8dgoYzZnL4uL0GKzT4tncInsuZYwG8pNOk6q0OZEnQO84dm+7CwDw9Sfuw1RNxzjZpJ9q/qrckH4/R2AZHtp3pKIcYmetRR/teY7ZLOvQ8+Q4zS3SRy1nCa7bJfsdWpHfFnrKysi592710erId0e6ZHHIMnmBPOfFfpGD49O+YuYE9UsGeabbcxv2y/d+7QAAYNcVdezaIW0qQfrx+SXZZnmZ7GEGK96gjM8tr5R6P3e+7FYAwIf/06cRNeSmHVsgk8l2bTkp3z+IOSwuiAx2lXmgZSP3Kc7ls7ajD1OTuVBabwIAbr9+j9y7k1JiY7ndx8opeV8PPjaLfu/0QgaO6XFwcHBwcHBwcHBw2NS4wEyPN6T+ZYyxsn1WgcwU2+ovgyo3wFrVHTMQv19IpapqhSxnr9hxBZrjEtveXhSlolJFVrF33HYLAKDT6eJrX/8aj6nqQ7JNm9LAq62WVSFSj+GwGtuw23DUIzRceHTYM2WrzI5uOHC1hdfFrGHFzhRGvk7UebGrGT722grsl6cP3UqjZxkM6OZJReLUCxt2q9MfgN7mCSkslmYJkkylgSn1TIak16Onzwd8sidBpB4lesZT8VH0+n20+/yOHtAVMpTLZHfmVztYpiIbrEQmmZZ+jC7Pa+jxVA9VqIXGfFNoatKwSszpSTXu2/OQ8N8rdIPVKF9TZ0XpODOIymSs6FU8skhlFd7ebdUSFsg89ZL1PTSm6AbWseWRXA1gHTp4c2NQeUq9t5rbowprdRa5XVpcwq5dkmczNSWs9wpZk36PxWX9AGE0zJZoHlmJHrgg8NDnMW3RRtrD9MwMt4ks66Me68nJSQBAu91m243N0wmVUdW8oTCwkvqq6qXXoe2qlCs2p02Pqb+VImGOsixBpyt21+VnRmO3+Uh5XsiHjrKI6ymA2X8N/3a59pdng+TfaM4VcIpqksoE+iPvd5Zn1oNuVdZGcrfyfPDe6zh4+lye0W2DIFrzu22jFuo0xT62mLpVDtR8omBgHjLMPOd5wSoV6m3Dct3GFlrPC3U1K1GtTE/RDo0C0HPYYqtkbJIss3MqVUbUOVGfTEMSd6F3u0xlW22XZZWMsf/2PR9rlWc3F+K+wdEDPRw49hkAQNkP4QWSYxKoCp8q5YUDqoN8jlVKKhvpdmBkqog0y3Df0+xnhKhGvSb3vjkhx+stAwmpkHBM7vNWFvwMqNgWeUBGZodpmCjxOLWG9KtB0sZOMiO3lJgjyfnrg/0UnDqgS1lsnzk+nhYUDzPJ9wIwM81+mde6siDzH+QG2/bId9t3S/9+04vkc+dO6YO3XNnE6upJOWZV5x7yvk0kwtDc/80lVKYlomC2LccLPc5NyE5VxoEnj4p9b2lKG6tTss1URSINbr1+Bg8b6U8+/VgPK73T26ljehwcHBwcHBwcHBwcNjUuLNNjQ1oHlWuGlXRG3bhDOUAjnhTLDg14ddUTozHiAXMvJpuTKJfk36WmrIjVc2ky8RK+6M4XosSY8hXmFqh3UZWLjh49ioOHJPZxZVVWvRqbbMygugzbv8ZBWMQXFzG7wzHNaZqu8RQW+vvFN2fRHRo56+gXp/eKnXXfywSF3eVFfk++wk/xMMCvrN1Pt+X+UVMKmpoAWCH7YuvRaC6G5tR4HpI22Q5PFbF4Sh6vnxh0+7J9iSzKKpmWJeb2LLW66GsuREivuarNZBkMWUrNqyiXxQbLdLc2KwGMIbNDY470feFhSoGP1DJF9DBy2x7jnlu9HiZYbCzldz26LHuMd55PyygzX6PKgpqjtae8Iff5wHORfwxtO9TIywbF1dv8LM0dzIefdZanaHfEGzezdZv8RntYXhbGp1ypSC2GweNprlmgfVEFpXJp6FyaS1NryHMsRSXEsTKO9EjWVA2uYFjUG97ld8q+hGFoj2mV2Hh+relTr9cRMSmuwpwkVZxTT36S9C1D3+9rewQnToo3Uhig0xiOHZ8GDXF9lveZmt7lpKCp976X9lEqi8u7zDE2G2CBABnDbb7OiBpjUdg0x2iezLoFvEcjLmjbYSla83uh/FcU8ZQfYPtrZWbMyD6D/x4d5+Xfw0VWi2Knxv4+UMlw+Jrt136hwKZsjs3/lL9LUXHOlHmjYSDvhubtRGHJMlb6bmkusz+gLhcq42TyTZ/T208y7D/SQmWMttQGcsqlRZRW87SGT1TYh6EiaaPOOWYkz7PL8b69lCIcZ85KheM4g0eOz1PNFBG6fWFmVlrCzOSh/LZjTM5VKQMhpw47poVZ+Z4X/yAA4MnHHpcfsifxL2hzV52SPq/FHJcPVzz8JRmins4ryPQ0xxkh0E9gUvl3Y0LO0e+ShSnL8fbdXcU1V8kFVDyZ37z8th8GAOzdITnyX9h+AnkqeaR33SHM//wC83vL8vexucO4Y1LGkHBC7vkDjwpjY9iusa0hllflXJ+5T9RpH/6uKIBetU8iFa7bU8ETh+Sar9jq49QZUq4vuJDBKPlfhGuR9rV0L+znqKz1aKLgeqOMJh9WGMI2Pj6BbofUHDuusUm58R4nBdXQw2233AwAePrIUW46LIE6MdFEmQP9sWMix7fSkuP6vodyaVhOVUMp+rEujIqOY4yJwlq8b5WG3lpdHShotn64nNDp8p0mD6+3BDrz8Lx+kud6g3DR3/pnTO7dXOD98HPAoyRzLs/aJGIfXrSVm1aLYqbdp+QzlEE9qMo2Xq2GpRXpNEpZIckLAJ2Ez9szKJe5AOBnjwVEY04+4wzosfRzKWHCJKWri1CdFCWfk1U+T5W87sYxTK7y0fJZH5PFfped42K7jyjQSQQvh+Nii0IEldBHnwu8iDKvGp5WYmjUajdByMlDqAUxeV26QGobD9u3yyJy+66rwBvKTzPyOYBnsHDf/CgmfDqRKYqSym/LSyJDWi5X0GrL4LplmzyTKYajzS+y8vZAwU/tizTEQcOQyqUSShHFLThJ0oVIiZPJRr2BJGZiKkd5DZfRbfu9ni2Oa0aeaZ7nhUR2qPLCXLzxfSiXy3ZiqS6IBkOZI7YvjWPbz2o7dJI9TwntXvcMC5aBSM+i+xu20XN3Qa138M1twwYGcRqjp/1NpWGffz4SiZLnxahVSFPL3dVnrpN0YzxkuRbm5F4j0tXD5R14DqPj+tpgF31/rANTFyQD79Zw8XT5hzq7Rut+63FkrC3uyCCKIqH+wC+j4zK/Hbph64e2G2PsPSskqofP5XtBEbpmr0Kvb+AauLt/DmUaNjrKVQ9X3RRhz17pNw7c46PB2LJVFsIsMXGfXRxCz0Pq6xjHcTksQoABLiJZbDNg9YtA652z7EMlBFhvFCUu8lPtgykmtBwY1Jvy3uzespXbSvjd0SPivPmxfoaXLqgQDBfFdDi+fBX4DvvRh3icPsPIVOAgSw0WF+go47ziycPiDLvxpXKuG26tIV+Rue3WLSJgsGvmRl6PjC1p5mHrhGx/19V7AACP1mWOe/SEHO8l142DtwMLdPZmnAvddquQE1de2cC3HpaF0GOH5ZxPxzIPq3clNLZ9cBE++4p4OcNAROkabH4rdnBwcHBwcHBwcHC4rHHhmR5vNAxFQyVGXBWDdPFIEU7vTNtqYh4TWScmmgCA8YlJxPSYB0zIVi9gFAkb1GuvoF6V72ZmhDZbXeGKsiHr0VKpZGVVVfZVRQ7CMCykY+nxXlwUeu/4iRMAJLlYQy+u3ncNgMLj+N1HH5F2dLvIMl4HveLXXnMtAGCSxQAPHz2CI0eE6rOJkkrvDyZe4ixYh+lZF2cIHdis0MJ1JvRtRTCTLslvyvj0j3FrH4jJe3fkmWNCPCDeuCSNV7ZdiU7vmwCAjEyPeq1blNytVSPkqYY50gPjMeGa4gP9JNN8XrTVU0f3RURGKkCKZYoDqGd+kgnlnskRj4S3+RC7V09mnGXY0pDtVY66z3C0bk/uRa0UosNCpVVS/XVKaSu7VKtENow043djdXl/2pTtjo3BtqvEE7Rj341YH6Yw7BGJauud3OTe8nPBegnZ6hXX55CmCUKGE/bJekzQIzfB8MKVlZUiKZqhmFFJ7FBlcpMkQcg+VM+rQh1qc6VyIQVc69KeyH5ru7rdju0vFVGkxRILl12fXkvdVsOPGo2xgW3kesqlMtsa2E9td5t9mIYs57Zo6SCGWc71i5OOUBTaR2Kt530Ulxs76cFD6IdoNjR8taAQLPMQDJdyCIPAhs8WjIw38ndmQ9ALAQIMHXdwzNKxMvBPP/WxzAxG9/fsb94IeyJMz1ATB9o6GPo23LbR6/EGxAJGIy/MwLkGanIMnXL4a7IMKtaA4eN63gBjxv2NjRop2r62zZsXpXKAPdeOoc4yEzO1HGlKW/Gk3+L0D3WKBXRaKTzOKQMK+IS8rzNTwi7PLfQQLzAsV14B9EuG+8jfeQw8dUQiQaK62On0xPCcbrnr4fpd0t95HLsfeOzvAAA3VOT7Vy/Po0xmJ6NdVfm6TCbAy9pysP0UVGglWu5Aw8YNWpTMPrEo7bj7ByUM+tp9ZM5bKdpoynEOHwQA7Dv6MO+L3KA0XrClOdJFua5GmXOQbWT7kz66LbHP8XFhp67ew3C/ruz7wukavuf7hfX5z5+W7544Ip8HDsoceNcVxft84oTBQIWZNXBMj4ODg4ODg4ODg4PDpsZFKU46+BdGvA8WQzGz3tB3a2WgTeGZoLeozFweLTw60Wwi7ol3fqLWHDg2ENBbWa7W0aPk6dSkeD5XyPRojPrExIT1QoZMnp2fE/m9MAysgIJ6HKuMI9f8nSTuY4axmFfukfyFJbJBKhs72ZxEhe6EO++Ugqr7rhZWSBONzTe+YZmeAT8PP06f6zSKwU0Kue+1uT3eQHzw5cP10PsWBkBM7UkmZRvm4ijl4vk+iiq6lDJPRfTAUP7R83xE+XCitkpHa+HQWsVDRM/c4pLYYkjW0tOk7DhFRmngmPGvdSZQGnp/Wt0++omyObJNQo9VyTOWIWow90bjxDUnxzM5ZsbkvEeZj9aNlRWCPa5+57ErKWv+UKDJsp71HgYjLpYW2z4dBLjxxXfL9U9cgXPHMPMjkidnyAHahPBYBmA9FAnU8nu1KrHWlXIFOZk+zTlsNMTtt33HDgDi5db3PxvJawwsY5QOeIFlm06bfez4hD2zCikou5Szj01SMob1BtrMZ9RCpMqmG2Ps+TVHSa+rVpM+tVqrWalsZX+0bw5tknxmiRllBvQdtNfl+2uSH3MzbGPrd37D45P0A2fO8Bl8ZrLb5rdXYwx85jhkSWZzejJPmdozMSOj84S12aqnew8GxzFlkfJ1bvcoM7TeSOfZ3m+YHfRhrO2tLZJa7G8LjebDTKLNy/VOH3mx9tqHfhz+0/dsDo4t6q6FWa3KUtEe21fYnOriXHof0jMlSmwS9Lo5vvudPm7fRXn83MNCrAXEmVvIfqxM5juLciS+zgPkXtUbcj+VnYYBvIT9zIL81qX4QaglIYIU/SX5NwOOMMl+rMH8n1LDtwXN/ZLsv7Qi/dgbYtl2Vze1VDvrfSJQgQsvx/V9+XL7vHx3xNfSGMq0Agw0wl3fJ1EqP/62V8vxFo8DAL745b/DYkvGk7G6tPnksXsBACeOPQ0AuHLKQ8YIgvacRDpVqjIfXvT0HlSxY0yil77zsJSSufZaGV8mytKu7zxxCncyACQK9P5IA3X+cexYjoWT8lt/2Xc5PQ4ODg4ODg4ODg4Oly8uAtMzFAZbSDGvo4YCCGkxGqvvj8o3ex4Ceo3KjBms1yVvZmpaVIkaYw2UxijZCPEmdlrCmqiqj+cHKDEWPOUqfCc9nz0yN1EU2fh3m6ugK/YwtB7KFhXdNIZ4nGpCWZZinF7Qek1Wyhr/efeLXwJAYtx37twJAKjV5XpOnTrO4wrjsNpaKQqIFbdB7ssA0XM2XsYMesfXkG2Fcs6IQuZlAeOpRyyHR7YG9IybtjwHT4spViuAyn6qxw8qSy2fueehyiKnHSPemZZK89IDmqYZFlbEe9GhQlvAXJoSPTtBGFr2RPMtllZ4DtrbZDUEyR88PS/nOMG4WmNyRFqMVOWeaQKdnrI5nlVvC+g1Wu6S3TIqYQ006ZJqk7FqUNlQ5VXbcWq9TJ4Z9rGoqtC+fVfg5ld+v2zjl7AuBlSE1v9xve82v/d8PYwyMprfot7cldVljE9IjLT2FT3a9Rj7tiRNMT8nijnpSIB0oWCVo14XhkhV3FpkbGJKE7dbbSuPbYuc0p7KkfS79Vpk+1Ddpkzp6TzPrTyx2nZClnVsTNqaZ9mQLDBQ5ARpf56lmXXv27wM3x/aNggCpGQ681FJsYF8nbV2OJJY8YyZm81vp3meo9ProFEv8q+UvSnU18gsZsW9z2wRUt1HWZBCovl0uSZrmA2sfeaDrMrocdYorRmvKM45QjRl+SBDMyxLrRvneVYU8R1RiNN7EBiZIwCFLLeeRMd7kxcKsEWJjGGG25gcvq/jutJJw+pyvu+vYb68EQbrcoMfAI2pHIvMpz16eBXT22UO1mzKZ8A8wYTjcz+I4auE+oi8//ik9D+TvRS9rhxzapxqvZn0kcuLjKQoZRibYt9EGcpTy3K8qb2SY95txzjMCJAb9kp7rmuKLd/wDYkYCpNixqwFydUESh4wTpW2l1Ns9j52nVpmImiWsGWP9K27J2Xeuq0v13FsRcaEcgPAohxnS1P649kT3wAAnDgp7dsWXYH5jlzblnGqF4eMCOjJ3PdUJ8fhU8ICNepi9xXaec48qVMnY5w8oZEscs72vHzGZM9q0zlqE/Ld9FYPq0/itHBMj4ODg4ODg4ODg4PDpsYFZXo8UA2EfxtjBuJN9cuRWNeBmFIM7AcUnpwwCFCpiMdxy1YplHTlnr0AgN1XymeWZZjcLgoUeSJeTS2O2OvI31EUIjMaGy7HnqQy0MKSsEL9fh81skgak6xeUmOMZYFUoc3WhMhUndNdyO4AAQAASURBVMjY2PQ0VY+lnKNWYyGoft1e69yc1JBQj5d6ZlZWVmDUQ2YZnrWucF3zr2HHig3WkRpa6+cZKvx2WbA9Bsi7/GcM8FkhVrZD3WW8Gb4B1MGnHrrQZr8AAMpjk4hpBz3myaxS/Wy8ojVQcqx26VlX9SwG2HZYoKtezUGnDNrcXz06GndcL/nYOiHelOWOtHmxJftvGYvQoWsv5RuojJHaS63sWyXDqbr8dnhemKIy6wqEfoBJ5v00WKdnhUVSuz1lBwxqVLRRG9a2TjNQeXKijnK9iWHYnqH40PfessL5yLZ5oex4uboqUXjQi35GnkWdXvZGY8z2YeoN7lCBUu/x2Ng4Oh35Tj/1ONpvpWmKMapx1Wp1bst8HTImc3On0OKxmywKXTBP6vXOUKvXhn6LyPistlYxxj44Zb6PesV1m263bceILuujlcne67aDTFCVKobKxmufmmbZWoZnpEguPG9AOWyUGRhkfM5sh4OswmVhqp4W3uSffjGIRJbRGM6ZMCZHZGv5jDAjAzlcxgz/Ngr5XtlmjSwZaZ7nDY9xA+0Z9A0bM8ri6AGM3dwbqMuj1yHHHazZM9xmPaMfBJYB9yyLQ6UrW5uouI96Tq15Wvj4A3uR+r4GzGUbvE+agzzaLgzdg8EBf7MP/h48E2KJdcN6YY4a1UY1PzvlnC5gvZ6sEcGwoE6PkRJRxBwaRv5MTKbYu0f6nVpVvjs+J/1P1JI+a2G2j16Dz1o2xXhTPnMW8GlGVdQD6XNPLEldnushc9M9B6XNXlakFxdXJYh8DwHZkhup1nY9pd2+yza/+R+/AS999esAAH/xvt8CAHz2ng8DAHZsJwPfi5Dnch8OL0vucqKBLZwIPXpqAdmSXOsJKrRVmrL/ceamH3qkBZDNuvPVsu3+w8JYzfBdW1jx8PEvybEfe5IMJ4u/3nKH3KiJGR/j4zJObN82jt//whM4HS7oosdAHoaVVB5aAOl3wyEIyL2B5DqBdgplJuaOjTcxNtYEAEzPiEiAChhMT0mSVG4yu191XL6LOJnsDVXqHu44C1lUGdR7va5tj1YBr3PA7vV6tiiphlXUGP5x/NgRew4Nb4ui7bxWTiJD2Wd1ddWGhOjCShNyF7n46nZ7A4uc0YFaMBhKeLpljYeCGtdkYCvhaheXAxWgLwvJ6hwwHXjJYfkzaVva2oYV8NmjpAucEBq9ZSvWU3jAg+xbGWsi4/5LfQ1hkwFpoiITuOV2ik5a3HcAaFSHB6RO34Aqk5hgDNs8i56ucMG0rVnCREPscqIqncfJZRb/ygMk7Pi6lIWsMYlR12kmNzbkbpydfolJhDFXXJO1CM26dGLHFqQDP7Us9l/hwijyPetcCPSd5se0SlevthC3JImx3NwH3kVpx4BYQSFdX3wnm66VrL4crPT0YHgbwzBUml/DeGv1OqLBsC8AqS6UlpcASHiG7qeiLCoyoMcxphADqHLRruHEKzzOysqyDRlTwZaZLSL13+DCq9/vYor9tIbJ2WThcgUlhkzq89dFlC7qkjhZI3LQ68kEQPvNOIvh6QSPZqLiIYOy2BqWMjprMN5gD3qahZG39rsiQmq4Bx5OUt/8Yuu+56NSrhTPKQhsyJo6GLNMx3753hjP3tQi+n0kYd/z1ixg1iu2rc6QnJLqugCwz8mYdRa8bPtASNqgfDXPNtCW4QVZi86Ciob8+sFpC4HbYqnGt86hYGSsLUL8BtphbwyPZwURBsYqXVSObGM8FIVOTyMkNSRmdBmM/f1uhicfaKHUkGudqFbsIqXBz7Qs9qDPJww9K+TDubwd60ra51ZjOyfUsMUaxbFOrIqdZB0fcVuOWQ/kuUxdK3/v2SZzxq2V7Xj8qMRu7ZyRSf7fe0T6uupiMU9m1BdWKKutzzFaTa1vdpyP/hX8XNgqx3vRi67DC/fJwuoLO2X/B+6R+ehN38cwZKQos//uJtKvl9ln93xqevsJjs/JfODISRlDvIR9+KKMG8vHQ+zaQudcLPesk0gLv32/bLvwdIKSTGVQ3irv0vVXMbTQYxh1u4QqQ14fXeqh1zt9j+rC2xwcHBwcHBwcHBwcNjUufHgbMJRxXzgP9DsNWZNVY1QrW6+Mhj5omMY4wyXq9QYmyANOsHhnqSyXpiEQjUYdOT16lYosG3OG4JQiFrILAmT0BGVMlu2TudHjzs/N2zAP9Xwo49NozOD4cSlW2Wcir4ZkaAHTPDOIKYGoMq0agjEzvZXtqyClrKt6ObXIqX7K8c4elnY6DPpschs6N+x9spT7YEjH+pm8mwt5B6ZzH7w2JcHjPpCpF4X3mN5JzzI9ATwbGsAPbzhso1wbR5XMSH9WXEJa+HORdU3HKgEiMn8qadlTWWsevp+aIiyiLJ8xbXuJoWzbJyIrJuDTM63yjqtdbyjkAgDmVuPBpqMT53b/GSZeTpXliyMrGlJXsE89HruvLJXKHQeeDYdjNACoVI0SPWad1RZaJx6V6995G29eEeJZ3MP17b0Ikt3s/vL1McoaqGdaQ1f03Q3pYUySGH5f+jUN9fIZStDrk/Vu92x/qWE1y5TU72sh3VoNeabsIftWSpLmWcO2rc+i0Etkf8Yo6qJiBbVa3YaB6PFCLS4aRbZ/qnB7G+LL8LR2u10k6rK/V1lq9WqnSWKd4hrKqYV5lbnK89yyWnmqSd8jyeCDoWsWI3/np0+uH9rrMij2qPA8D1EYWqYn8H3EHGtDT56VPo9yoIWSM2gglxXtYZ+q0teAGejLhkPPhpge9pcByL57wyFonucNiArI8VYpvz7G+YbveTYqY7S46KDsuL5DKiQSWNNZ24epWek7K/8e9UV79vxyL4yVzh6KqBz4W9qkbKPOrYbvC4yxYYY6ro2O/YA3bPqbHh5yePBYFL6S+2iOU8iA4i+xDXFn/+iHmJsXW1G2Y3aOcvxj8pwqUYhlRmOkDG1P4iIEHGCIIudgrcOMQtot9j5blxCy2r4IDSHTsZshdVc8SBZFmUDfIKF9HLpDtJ6DROaa27/5FEKO0SHnNLcwzO2bHMPve+Az2L1LCo1evUuOvXhS7sHf/f/Z+9Ng29KrOhQc3+p2v88+3T3n3P7e7DtlKjOlVJNCLRiwDQbxMC5s6/GIUgSO58L2C5eJMFHliqrAwvHsMFXh98qKolw8DMYYPwOmNQZEI6UQkjKl7Lvbd6fffbPa+jHH/Nbe+95sJK7SmeeuGZG579l79Wuu+X1rjjnHIKrUbLowRo5/qcmySY4v7TbL8o0DxdCvtVkd4rUBAL0tjkkRsCjAP155ifTTrEw7RpSp9C4H/Q6lQjhPurJPQpKmHHsrSjDoSytI4C1OVYVcbwXSU1hhhRVWWGGFFVZYYYUdaPtvI06aQwh5r4iti6a4KDOQjWYLZdJQNxdaAIB6QzKFFQqQer6PKumf/WC2hlHfpmuVGgJvtvZ6YUG2Yxa0QTCxmagB6aw7+3sAgH6PTWeBD5vRYd24Ctg1mk1cviR9ICr6pwiP1scnToLhSNY7f+EcAODIERGAapKC1XEcS1KgRAhD9h3pZxiGU2Kic1krXtEkTedlS61Nt2jauuK5mmatbzeOk2eSboXkZDwG9l8GlDo1nc6kacaR+QLt7fF9KwxqswyZZovls9JcwdoJoSI/c0moHzXDFsVKHWowSfR+YOazN8oz73qvJqGuz/4GZrFLDqy/VwmxxDyfOM0wjmZpYrl71Nmb0ZnESNiLUSNq2iRZwXhHCR4yJMykKxqQTNGcA5rlJHrLDObE7ltsMBjj7DNPAgDWH5AGSsNnO8/LpLiuQ836+3RWPpta/layvA9MM8wqRlqvK02w3gfP+uhkTOp1zSLTR4bDoaWd1u9U7DAkCp70E/hEomvch/qlz3r1preAMbczobCvxjT9XGi1sNBqAQAiRVqUtjRNMRrJMdYbdZ4p+9EUTU9iG+cVxVeE32ZRHceiODGPv0w0aYV9SFvptl0mbzudy+xPC2fO7GHKptHw1wiYtxLKo5Zlme13cRwnF8+cIymwfxvHXiftkUgZS62Yp5M32udU6lzHVaTT3PD+8YuZdYA8ltWr4m9j+q1njO3L0DF3mvRA0U4dG6pEJnUsl/HUzK1vr851hzdPqDAtHp6jL7O9YybL/d3uK5vd1wyFt/b/zZEvTFfjpBQXNs5bPl18y81xgfKSh/WjnH92XVQq4gdljkka20Ii3r1+B3sdiVERqzI6HaIvHYk1h1dKKLG3VpUf+AGfvZdmnNj7F7Os48rX5e/6gvhgub6FRkm+O/WyLLOwQ/8KtPLBYMD+oysf+4BsO5T5a/PFC/DYx+vTa5bYo/sIZS/icYZWTfzh9FGZk0ahjPlbl9nnGfdRjeWcN1ZbsgyrWK72hWBhkLqYsMc45j7Z5obdK0RBsxTPPCXfbSyLf33qr0pV1V13yHX+sxd28eTL4o8T0lInAz6j5PZeqyXoDSj/0d1GFitx2PVWID2FFVZYYYUVVlhhhRVW2IG2t/bV3RjLhiZ/O1bgs8S36BopULVvZ3FpBTXSoWoNeJkokNajA4DHt2XN7mgt94RozM7ONo4fOybbbuQCabKuvBVH4cQK36k4qX6O+aacJqkVQlUrBVqDnAvpqUifiqSmU7XDmlXpskY+4Vup1orGcWIzLrs7OwCAq1ekV0hFStMksec6j9DcMIc4l+HKkZvsOlYWzbjpvXGm6tjNG8qdHgDLMpjJJKeedt28HlqX0bprFST1aoAhAhKz/jQdc3vyvVs+hNMU4Xz5RSlcvUahMc/VmurUZkPTVPYWKqjEXdXKDkqKMPHeq+94PNDAy4VHF4jQtNj/U3KAmNuMiSqVSVfpMMNe9YCMqJEDikiSwlqZ33zPy1GATHx4pSrZmQb32ah4FtkZTbQXbtZDXePgpedeBgA80hWhslLpMGYtgzI75oimLWLmZzqVWb/1Mulq2h+gQslKn6/9NqVK2dZfq/CsxqAhkZ/xaIQJ+35KgaynSLuieGEYod+VuFi1MVr2qbehXC5jbW2d+5L71OtLffrenqCd9UY9Hxfo14qUe65jJQE03inF/0hR76WxRWhWVld4HOydY0+mmYphkzk0SXuEgqBks7nKwqm9Pa9nN0J8XhMF0t+nYu6tgPooO5r6ZpbljHXTYyP/oStdd220ckJ90hiT9/swXs733dyIgSz/KkeHLECvaImyxLLndzQeXPfcWJLZNMUkUqFpRaw025yzumnPWs4ep6j+NEJzY4tjopBZmjOy6bHOCfjKZmf7oVLGaDuCGxcqND2FFfGqcJ0kRhzJfoNSBQc9rno+sH4oQRDL85+gep0/aIyYEFnY3Rmg055wGY6NvqI6cs2vbiU4eVxQkwrjcBLpWE2fTCNbcaF+0NmT9Z//U9lemBosBbKvdz3PPjWOx2xXQ+YAnbtkrhvdc5t8krZ8644jaOycl/WUfY7nd09XljmztY29y3KO7R6FWLnMJnuVDvsuRmSgXaEkxdpxGbNDVqRcG0c4F7GSgM+mMrRtn+W8wXVw6l757qPvkbi+3JK/L56T/vXTdR+XK+LfV7jtkxuyvV5b5hRX9xLEFdnmqnej/t/cCqSnsMIKK6ywwgorrLDCCjvQ9pYiPY7joFxr2Oy0cRxUqvJ2p+iJvkVXK5I5dB0PFdbWLiwKe0aVbDvK0BPF0ZRQJ5miyL6h+aT2/i5GPXlzvO2OuwAASxQyVfaX6YyQMqyNRpKJ99lXVK1VwaQMgsDHtMVRbJNUmpVcPSSMbDWr8zO22VDVotBeC822lkolZJmc8w6Rnv09YabY3hY9kySN8w4HbTNR6pYbveTOaR3dCK3R7IJlnXHm645vHcuMgVFELwjyNhJl7rNNUfQzp5Zn0FIyoVG8K0sls21MivX7Pg4AePz7LgAAdv7NvwUAhAOKoYWxZTzxeR8UKelN2OcVJzi91uQymlVkvw8zdGUXSOlPqplzpMksegIsVWXb2z32G1Ggp8TP1UoZPYqZloii1pjRaZJ1rRk4YAIGVS6TkE+/yuevUfFQ8mUfE2a9UmamNMNeKXnYUTa7jmT/S6uagbxBXiab/Udmr9hUhucWyJ6rGZPlDG2eZ+OSPsf7belL1Fi4aJYsku4RWdFnXDOUi0vLVlBZtcL0mubaYV7OiMn+IY1tGjKq9brtkdDjunB+ltESWYYh2Sptdp3b6XS7FsXcYyxsUAC6Rg20Xq9se3hqtn9Je0FkmTRLESprEhk1876QPO7p+KPP04RobZbcfH+6FRCeeVMUJs3ySgX1M8dolYZmgd3cB4lkKMKjoqVxmtyg92VW1ywXk81NexmjJLLfuI4+C7NIkWbETaWWIzL6ne3JDG2PmM5FtOrD6lg7DkBW2rzla1YMXdjo8qMEckbDQEVbYXA9+5yuoQjUVD8UlVkcxlLdXpblyJszVyFjzznzAK0CmGKYO6jmGKBUBvY3xS8aaa7xpGyYEcfjMVHxLM2rDvxAWTBVm07HKAeXrwkqfuKY9Kzo/TjHvvE4ghU7V8RIp3TjtmzvwteA95+S9Y5fI5Kot4VhOvYctD/0GAAgWJZ9xax42vrge1B75rLsg+zFOp9tso/oyJkOnr8oFRe9jMj3SOYCexRS7b3iY+Ww7Pjls+x5W5B5TonPcW8/REw0y+N3g13x4Vogx37vhwKUKcg6YU9SN5axIORzVGp6OLZGrbYdoo5siGqQHe/CkwkqDaJsR918LnwDe4tfelxUKjXb1B+USijxZWJxUammJahpk6PjOLbkbEiKUpe/qRP6ni9QLaagaQ5kJU6+atUKNi+fAwC8+LWvAAA2Tt4OAFimWJ7jetcF2flAXC6XLYHBTDCDBB4VvNOArk3E+jkeD68LWNtb0vilDb+lctlup0l619VVeXm6dFkcFsagzzKR1DbXa4kSjyfLjzGvGMjmPvMJih7zPMSeZbfYi0+WIRvnYobwffkPyPlHleTAqABpOX8TcjiZS/hkJnKfsnQM44sfnHhUytxO/eHvAQBeeU4g5zDJ0KjMqpB3CSMP2BTYGxq0WEZ2bJkkH2W5Z/2B0sBmtqmSuqNYqlLBPslsSUmfCtL6rhBYumODHve3UJNlmiQ0uHNJntGVqot07jU6SnSioSVwDuosiwtJjDBWqk4VyUsT++YejXvcnk5GpgZaW2I4W8KWl7llsAQG5vUh7gNjRuKWxqsgKNnSLvXfDhXzrD94gY3BOh+0cgCMU5PJGFnGOK000HwhUmKZoBTYxMh1YqdKqBH49tiWOQBreVmn3ZbtlcvodbvcBwkQ+GKTJLElVOhyGS0Zzql3gQYFn/We66S4vti065TLHMh7XW6bExP7wujMlCvlW8PrBsBsvpjNZFPC0a+xzi3gmtOWZRnGk3EubJvkvqcvEsOJ+Gng07+mmvHz7WipVh539GUlmSvzzsVP8+/0pUBLz1xNWk3fEM2bqGi3jS95qZiSeVjK5zSXEUiuu7n5WGv3Y8mDmAjSZJrjwPXkebMviKkStWiy2LPxdV7sdHafcylO/qnkM+6NXmLsy5z+aWxy+VaIp4FncHLZxxKv9dZlB/v7FJlVMipehv22xBEvSKyQt94PT/2CPhGOE8QkHXrljCSw9Y1mxBek8SiBX5olyDBzL0HxlRQfzMTfK0OOkcrZwtn88PAqwscelWWU5p8lwuP77sXg9icAAKU9keTItKSObt54eoTeGTmOwZo8kz2SJ2RVHutegBHH+itDif3j5yS+TliGee78CI6KojokuhlKcqx6jGLkC8aSkzy7I9cl7ct2SwnFW784wd62LLO3zyQb70GJx7O1FaPZI+BhDCwb+A2sKG8rrLDCCiussMIKK6ywwg60vSHSc/HiRfztv/23sbm5CWMMPv3pT+PHf/zHsbe3h7/+1/86zp07h5MnT+KXf/mXscjys9czx3EsWcFCq2Xh6iqzd1WWsml20fXcPI/GDEWVBAbBFC1pwtdvFQMt17ShVr4fjfpYXBJExzPydhgxg6gZR9fz4fFtvsGmXaWwVsrqOAptdkabbZVoAcaxJRcRSzJUuLRFStZer2dppxX92dmRkh5FmSbjsaU5VirXZZZ/3HffAwCAM2dftY3GeoyKRtl81xRCoyUccz3keRPo61qeuXy7Ij4300/jOMbe7h7qEUUUMZX50jIANrcaVz7hlPLUokO/TEhbmYjvZOk+VFwvHklWIxzKfdXyBoMU53cks1TxZ5tmS7yHozjFblfu/VpDsiEtlpztd1J7Dj5RKOqdocoyBdc16BDhUZKDcah0q/IxDFNLda1fVitEl5YkWzMYhji/L8dxgRSdfZawVVkmd3ixilOrfD5sFoziZUQFOsMJmk3592DnKq8dSSD0+iLN6zgtSsnMpy1vm6K1fhun0m92TMVUBtlxjC01q7OELRdRlvsXlEpWDNSzJTiyvhUrdYwtt3U9Ra3leWgSVXEcx2ajdR9aOuanFIf2PFj0hbG1RRSnwqx/uVy2JWyKAkVWADAvT9KSY23K1diVIUWtJudsy+rsNRDf84PAyhocOSpNvteuia+p6Go4mdjjsKW+jlKxswn8zca/N2AykO1cT5f8drKb6adJEqPTa8NxZDkD18ZCPf9mvQUAiInAOSZHTfS6e0QdLKqSJLlo59zN0QyyC8cid5bGeg7lmCH0mavgSKZK5wPuX5EeJXIJggAZ5wUZS+YyQ8FdRVbcKSRaj5HHpVIDaZYiIxWyjutaRqXVL0FQstch//RmjjmDOzW269iSE5AAQKnkwFPacCXPua4kMLNIk2s8AG+/CcDN9NPAdXB0oYaXN4lYj4EeS89H5wXJ8DgutvdYhhVnKLM6I+H1W1lhbCMqvnWti4h+nRCZ3N2WsTNUCQcnn8dangqthuDxPdDw8Wh7dqzOFIgL2Nz//kfgHhUZlArH4+jpp2TfMGh/8GEAwOrTEv+8MJ7eHGp7MdKvUGD326UFJCE5k6lJrDTDAGDpW1SXz+cuCXpTM6Ty3o8t4nX5jKw/GMpv6w/LfejsjnD5fMblWdbK4pP6spznSj1BY51zh5Zsb5vlh4okxRmwuSf3ZadvMOT04Ub2hkiP53n45//8n+O5557DF7/4Rfyrf/Wv8Nxzz+Ezn/kMPv7xj+Pll1/Gxz/+cXzmM595o00VVti3zAo/LeydYoWvFvZOsMJPC3snWOGnhX0j9oZIz8bGBjY2NgAIVeg999yDy5cv49d+7dfwuc99DgDwqU99Ch/5yEfw0z/906+7LeM4CEqVKbKCuhXQUxppbWDVOlLP92x2xaI/2mjP7EYSxzYbYmsh+draoJCpY4ARe4IS1hz6AbODmtUwxm5bhfOqtRqmNzgej1Auaf06GzBd7T9ycYjEBbu7ksnvdtsAgFWlUi2XMCHCtEA06ciRY7xC8tZaq9VsY+H+vpAv1OYoYculCjzW/iqttmaUsilhP1vVOyfcpiZCZ6+fcczwdszvzNrN9NPBcIQvffUZbKwLMnji2BEsLDK7TUIKEJnUnh4YN+8rs/5EdI3EBkj3kLlsrI6I8DCLHmd5c/+8uKk2ASohgec4qBIZmlDpbIFIT1nr5KMEYIZuxOzKhLXDiTGWsCCKZDvLdfGlCsV9R5MYDSI7ZQpQNoie7hLd+fqVNp7bJQEDPWShQaSTlL+Daz10e7LMck22vT8kPTJF0RYSYLkpx3j5lZcAACff1+Zl5XXOppCeuZ4eJTIwM1nUt2f2HLjJMdUY+L5vUePmwiIadSIpjK3pfP9AklrkWqmibRaZ97pcLqNGZESvpMYe7ZP0PN9mo2OiL8o8rY3/xkgPEZCj8CogrSQKpSCwmWolblHEJ0liu98JkZ4ue5T0b89zLWqkmW8VILVoUJZYqQOl0E7s8yFjR6lcRoP77fL6dNodrq++leY9PK9Dj/4GQM87wm6mn7quh8WFFYQRaf3hwPVmiXPm+1OSJM1RnHT+2ed2HWdKyFYRolmfTrP0Br2ss/uaFjbOKbRnc8KO49hqjG5bqjN29sQ/7rzzHqiEtzb867a1TywMx9jelv7dixfOAgCef/YZAMC5c/L35rVrGLGqYzQOuZ5S/eu1dNFknL33ruPynU+Ch7LEy5MnTmN9Q4SwN46eAJD3TeuzYoxjHdX2JduKjunr8vbugriZfhonwFYXuNoWnzq2sWy7Si9d4lyslldMAEC3EyJkHGweklg3UBb1ifzDK/tWJ8LTLdqeMbHaiQAZKZ0Toi/2/vCx+UTgYGWf/WQkDVKq6nBZxoDwY59AS+fVJFLYXVoDAJz50p9iRL8ebcjcOCDBl6tC40mG7Cskv7lT5q3dTOazAX0h9EbYuSx+dHiRpF30ycsX6LfDyPaXb1/jWH9M1rlCYdXNS2Mk7N89tSzbOUXq6vW7ZEwYbPbR7XOc0T7+KhE1iqi2jjkIElatDEL0L7125P2GiAzOnTuHJ598Eo899hg2Nzeto62vr2Nzc/OG63z2s5/FZz/7WQC5lkhhhX0r7S/qpx2ylhVW2Lfa/qK+qmUphRX2rbS/qJ/u7e29Zcda2K1rf1E/nYyKeHrQ7U2/9PT7fXzyk5/Ev/yX/9IyiqlNowXz9ulPfxqf/vSnAQALC00kaYoJMxfjyQSVitb7y4fWnZfJOuE6jv1OP7XuXDNEURTBkMFM2YQUTdIsYZJU0e20ZVd8iU6VwpGZnWgywWgor9T1hmRMQjJnaQ287/s2Q1knipRaik1jkaV9BnnNoKhYqeO6lv1t/hjDUL6v1WtoNiRbO+B6EbOaeu1XVlbRIYqktNrzWTBjzA2RnW/Y3glQD+1m+Olaq4zf+YOnsbIkPnD/nUdw3z0nAQBHj0n2rLrBbI2ymsCBUdRnjjFPERuTDAEjmcH9818HAIRk1NI+l8Ax8JlBUoroFlnX+qFmNAGXzVlDIj1LVfHJdx+W5+lQzYevjGqROrzWtTuILZMPqTb9uex75tg+sIUFuQ7qSi9tib89szdB7Gi/iBzr7beJQNnuJRHTxXBoqbbX6tw2Eas+UabeJMGIMeHSWaHynuzLZ2lDMlRm+sJeJ0469Wnms/BvX7sZvlqtVbG8cggLC1IjXS5X87jIPgFFyEtlygB4rs2KRxQeVKRIhZbr9XrOtHUdVXVOia0Iu4p5qh+pEGIUZTZbr7HQZuQtXa6DKhHUCrPcmiBLkgSj0XBm+fken+XlFSwtLwMA2kTGx+x3bGQSRzNkqFIUUNGtJmP1ISI/3W7HMrspLe0wYN8kmRjT1FyP4lh/zL+/jvXtdf3R4O2MCd0MP33wwQdRCnz4RLbTLGeQTJS5jCLh2dRzbn1G+2zMrCB3kiZIMItOqASE9rhKO2A6s8z1qFJk47dFgyzrWv4ZM5b+wi/+OwDA7/7ufwUA/F//yf8N733Pe3lMstvLZIv9sy/+MQDgiT/9PF584XkAwO6uzA+Gg6Geqt1Hrcxz5GUdhGSl0r7PLENM/7x64VUAwKFDkpF/9P2PAAA+94e/ia9//UUAwPq6xNBjRyU2n77zPgDAgw89iqPHTgIAllfWZq6vZYdD3us0E4PfhnZT4mnLxYvPD9Bk7HMz16LYes13KdC5tMT5W9lFwjF+JyP63BefPtmirEqYYp8IjfZrV6r0bU4lsiyzPSuBUl9fEH87zN7b74hi+Pow6Hpse508cL+se9/DKO1LHFs5dCcAYPWv3QMASPwAz/9//iUAYHBckL/WBZmTVIZaMQFUdsgk/HnxL/Mw5ymh9rcN0enLmDHcFYe/95Qcx+iSLDusBdjvyL/7Q6JaexJPK8uUgjkeY7Ui5/zhe2UMaN0mJ3RlyPNKA1R8+a3bZO+/kf6hUV+O58RRF70Je/4HPlzvtQGWN4VbRlGET37yk/jhH/5hfP/3fz8AYG1tDVevSiPU1atXbVlXYYX9t7LCTwt7p1jhq4W9E6zw08LeCVb4aWFv1t4Q6cmyDD/6oz+Ke+65B//gH/wD+/33fM/34Od+7ufwEz/xE/i5n/s5fO/3fu8b7sxxXFSrDavB4PveTFZn2sxUdtD28MzV/qrOQhxHOQuRP8vSoqgKACtgl6jIVKIsGPLu12jULCObblvZ2BIysgSlUs6UwqyIZiLTLLX7PXZM+nSG3F6HKNPCQsvqDqU2y+7P/F2r1m39+fq6wLPKivTKK68AANrtPbudeZvOZr0ZgMZWpr9ONvK19QDeHnYz/XQSpzi/OcAm+1U2t3q4fEVqWt/3HkHe7iUTVbUuWWLjA3C0VpqP1ZxuBNIJkoFA7M996c9l27uS8RiOVdA0RYMsLHVmdwIK7ThETPaHE2x1VWBR9rFUEb+7f42ZkLJn0RfdzoCMbYljrEBohctMiGhq+ihwXevL1Zr44lWyyr20PeB2gDozUkqLf5EIj+NJpq21UEMlagMA1pkZW6Gb7TAbdmF/gg41By5dlAzO9qtS635sTdgKDcxUOvQGCI/9VPait29G8mb6qus4qNcbUxnrGPpEa5ZckR5Fll3X5NofTCdrBr5FdqN6rQ4/mI1LGhPV4iSCR9REmTAjhluPfTsGxvb96PoaY/WYFxYWLLKj+j6KODqOi5h9FKvsSfAULeA51BsNi/rs7W3zuybPuWzPQTXgJhPZl6L39boybk4w5rHpPvJwl6MJetwqzPranT1v1t6evnoz/dQYA+MYJOzj8z3PMqBpz5feTx0Pozi2MUj7txxdVucAaQyfDI+uFWom0kMUejDoo9sRBLDblc9+X2KY+qYBrL5Vhf2zypzaYNVFtVKzY/0zzzwLADh7/jwA4Ctf/QroMvjS5wXZ+b3f+S0AwJVLoq03ifN+MCuMy+ujMT5OUjsfadZkg54vy4bUeSmXK7YRJCVkPyLiH4+kF61eMlhnj0e9KnvZ3RX2seoVuV6bW1fxwjPPAQDuuf9BAMDHP/GXAAB33SNxt1qtW4bG7E0xvb71djP9NBxnuPhihJXDcs7X2lcsQ1inTWZgXs/2kEyPTR+DgLFxLMu2PPElJRiOkgkijrGq++SvkHn1JJH4OhDuyLb3XyHSQq20j7ckdt99uQ3HZbzQaQb7cZNPfDcAoNFYx+ilcwCAuCr+sP+ioH7jl55Bxr7F/gn2fh5ryXm9JHMcF0CJ/vnABVl2/2Hpbz5rpOfS+BlaLTmfK+fkmWhwDrLEOfPyXRV88Wvic/e8T67Hg49wLCLj23/4o8uo8NKNWK3VPSvbm/C8Wp5Ba4nzDPYqXUwYB1yixG6KyYTanO5ro3pTl+217fOf/zx+/ud/Hg888AAeeughAMBP/dRP4Sd+4ifwgz/4g/jZn/1ZnDhxAr/8y7/8RptCmmWYjCeIWMpSrdRmhD0B5M2AUzSrdkDXSSRfAKbVnWPb7EeI21JAsowjDPMGRVUrI4Sr1M++52JhgSVrxKj1+LQZsVwqWeKCcKLNuwr/Ovbfup0qqVSV9GAymdiG3iHpipeXJQPRbOZq4mMG1xYH+oTHo7C46zo3XSF5/qVnejB/m77rWLupfppmGI5jjEltPg5j9CnUGXHQLnEydS/vnVc+BjjsLDRasqkiZDpCja1I2KULMrnf2xUY2uUDvz8KsUACgUaQiyYCwA4JAV7ZHaM9W7GGSwM22LIEbqlZwl3H5XiWYjnWNnuVhlMNwqq1ms0RgCRJirpSw/Nct7oS8Pr6sm1c+HwWNA73+6rOLEGy5qZYIslCvSqDrRUwlVXQHcXocgDZ25dnYosivMfYfA/Hu75x3JahMGpm05PyBG/XyeTN9FUYA8/zLR207/vXPccaC/t9llckiaW1Vj92WbKmLyae59uXJU24ZJYUgDS74cQKJGtMT+de9J3AgRPopHQ2aaWlPa7r2JeMkOV26Tgvu9QXl0WKmyrxQJ1kIr7nodOWyazG6wXSauuxA7ATXyV+0VhdoUxCp92xQq67e7tz524pYabIcvJyI2DW264nMnjnURvcVD8VXvUZoiEVFc2ZovUa5RTLuSvPijZaAo0kRoeK9pcunAMAPP3M1wAAZ8+cAQCcO3sOO5sqTCuJG1s+SX/1DODRP8tllnhy8tai1MXGsVMYMfY986yUqY2ZrPr3//6X8Z9+WUredi9fBAAwR4WU5+M6BoGv4s/ymztX/ug5DmKOMUoyU+LCic5FvJJ9UQz4QhSxzPTMS1KOlBofTZboG5aaJnwxKmWy7NraGl54SuLt7//W/w4A+MP/Ii9qDz76PgDAJz7+l/D+D31YrkdjtmTs7WI300+zDEhDg7Vjcs+vtPvYJVlFyPKpTF9QmxzHGhGibfl3k5PxUSbX+oUdudZVePCo/pnKpuGdYDP+7SSnMiVcvSDzg5TSE4ePSMz7wQYToedSmAoPltX0yQkhqvAf+YR8MXGQKR08X4rVz8bbV+BwnHQWZb7Z/qCUOx65+KdyrOMMPuPUsT1ZtvFV8ZPqByh14FRQS2UM2X9Grk+XAqL3rUjCf3XVxw6fzXe9S3zxbpbKh3U5+Efv7eLsK0yCsUQ/SeTvY2VZZr3pwaFo6zYJZk6VmCTVzo4gQKsmy/f3J3i99/M3fOl5/PHHXxMB+P3f//03Wr2wwt4SK/y0sHeKFb5a2DvBCj8t7J1ghZ8W9o3YN8Te9he2LEWchLYswGC6FEsW0ZIzj5kcP/AtjaK+vqmAU5bl2R/P1yZy+U0ba/VhiOMYQzbJOswwzVM4liuVqRIQpfRlRig29vvUbpPZTT0fx7GJPNfXJl1Zb3FJykZ2tndspnE8kqx4vydvyuuHpdFwPBljcUmOTUvoNPtlBUwnk6lyEzP3CXtdvhHhu+voPPMt4Ub/PMiWZhkmsQp9ZogozvXk81IjXCd988YpybKsLN4J48s9VlpqpbAGGyGRDG1GvUJyAvb053ngLAMTSbaZ+vKO+O1mR3x6YhwYT7mp5RjDRP5+qS37+vL5fZxYZ4lZQ3y6XpLtjIehFUSzTX1z4rUmSxGwvCkoy7lqeZzuOphqCQynMqYAMN4XpKZrEpwkuYJmPIeE+Sek5ayVPEQj+fdgoqWf86jONGV1Lkopx6rPQQJkZna9A26u62GhuQifaIoxeYO/xgqNU0oDnWWZpcRXpEdRExXTMyYvK9aYqjTQwwGp/5MkFxHl9VZSFkXDsyyzaLvGQo23StIyGo1sybCKim5vCRLaXFiwhAPO3LOi6BCQWqSrZqnkNbuupA4hItbeKWpu7DKK5jsIo9lrpRUEKhLouNcjPWrTf2l5paU9sAn9GwXQtzeRwc2wLJNnWseWNM2JDNw5lNkiisimaJrlHg0Hgiw+9ZSUB5955Tk8+/UnAQBf+MJXAQD7XfErYxGj1G4zjq8nndB9WfS7L9n5nZ02AMAhucoXnvgKQqXsnWNNPPPKWQSEu0taXsqdeFrSFueCzGq5uC/jr+tYFCiKNBgT8Q/k2fRc316sjGOMR2ribQpXlgKgwlL/Tkee18iR9XtPvgAA2Lh4FU1qHKQrgozWSDtcdmWs+df/y7/An37+cwCAf/APf/K6EtcDZ5mgI9mYVMhLC9jZYqN/VeME52JstC/tpuhdpX+1WOmwwhLckawz7kQorfIeC+cEfJaDhaRavvr1DroXiXRzPD0yEn8/vUuhcxcAS+YylsEnHxCEx109Kd/vbKJ6SgRIB2fkmWisiVjp0p3vwtbT8ryU2eO0/4AgM+ZPhFypeb5jFc0Dxr3vZGnfb7dkH+XlE9inX+G0PG+lUOL0cVY5vXzuIk4TzQr7gvjslsSv7josbRv/w2PH8eVlKUmusjT//K5s9+IFQeY7TgafZffjVK7hFnfd6VEMfdlDh1UiFbh4vXj69iZgL6ywwgorrLDCCiussMIK+wvaW4v0GAPP82zWxmYSAbi2cXW2djeKYsBnn49myTQdDRUpdezbtza95gBHToigtdv54bBOksKo5XLZ7l8zj9e1qWZAzOxmSKRGxdH8oGSzqmNmrEuBCvkxs8pMKACbbdXeHG2iDUplm7FW6tVJKJ/aI1SpVKfIHrSxFt+czSE8c1/P0FbeCuYYg3rZwyazG7FJkLDhO2vLPf/KM4JkPPSwNLIu37EPUxY6a+MQ6SGxQZZIWsJMhnAcSdMskg5bfUfpMA0ydAbs+WIf0dUOG375uHiujyBRuleuz/sz4XG+sDPE1X1JRd1+RDIvpRKfsUGY9yFYZAf8O/cB35/NbIXM8pWYsQ8nMVJmXng4WCJpAvgchlGMxRrrnIns9EeKnsqxNyqB7VsKmYlVinawvhduFVmmTcevQWiQJjYriix5A5rgg2HGGHilku1HQJahFJT5o3yoKKnGmXKpgjLROyVqUXryCmmd/cCzvqBxWhvMRyPJ7CVJbLP1GkM1Y60CzHGcU6zazDfRTo0ocRgiYPxfYd+OZjqNY2xvkYqSRqwCaC3IPrM0RbcrGVEbX3nrFe1K48QeW7WqvXcca5xcKNgSGFhkncLPin47U3FwLibmXT/TZ8ff9Dm7QRi9VUJrlmUWVUuzzPqsojA69tq/jcHmtUsAgC8QbfjakySA2RTClDMvn8HeHhFDxheNW/a6phnGk7m7Y3sXlRAhR4zTuUoHjW2JMfY3Rf5spQqAkNnxcI7yWj8cY3KUnDHU58ZrnpzzKEqR2V5dzpMY+PmIwEWGskuUnP1Hi0RoBgN57rLYx5FTkt1vsXfj/EXpa1Jh6k5/iMlY4uzDD98LADhxp1AcX7koFQ1XmiU8/eXPAwDOvPy8fa4Pqhkj490LXxfCobJXslUHiVYWcZ7lUPYnToGY99HhPUs0jjRY1RBlSBdZOaHVEFy/c0bmB+MLYyTUCfLpS99Jf1mmoDeCDChxrrvCWPmB75KfHFKu+2XEXYmV7qJQkQ/78nf7+SfhMe65Gj9JZT5gb09194vw+kRk6cvLpNuOuoIW7j6wgd1GS35jBYnZlXO+cFWe2eraCO85LAjiJonAhhXZ3tV98bsjd9XxwN2ynS1e50tn5Br0+4qmJvBY1ZFWxN/PXhY/HI3lWqwkIQZdWd+vmNdA1MUKpKewwgorrLDCCiussMIKO9D2liI9BvKW5TPTNwnHlkZamdA0Gxkwq+gYYzMmWovtuppdybMtrtZ38wUvJoW16+bZI5ffaTZzYaEl+2I9fLlcvo4eW9M0yr6WZinGZB0akX3NmVpHs5AqcldeEaoOFZ8cj4c201jVLKvNOkkKoVwqTdXPSxZLa9VPnroNAPDKK69ic0syNyowqDaHTb2hzaM4b3d66m+1+Z7BocUAV/eYrc4w1SsiPri1p9SlwhD0rg/todzgfSCaA1dpVuiv4xHgiH9YRh5mtC91SA05irFAZPMwGU5iZkAiLtuLJlaQr+pqZlqWoY4dRnGK86SYvu2oZFvqFVJgOxY8zYX8uD2fVMNlz8vRIEKI+vypeKpJEwySWS/bH3Ed1q4frnlYIfXkZR5Pn/TUK0157prNCkYRr8O+IDt728IUl06YsSr7AJQieB591e8TGOSIx61ghui57U8xjo0nlhaX/qjodZZl18U5XUepgYNSYIVG9Tqrjyma0u+HNk4rG5bDLKKKSw+HA4Tsj1Eaas32ByU5Lsdx7LHZnjIeTxRFtj9T+yuVUa1elX3EQWzFJy1NN/eltNTG/i/vccrpg1O70wZFWn1f6szH2nNh+0jzvpScPXDWbux5c8jqLRZbsyxDnCQW3UmSGMYlNTXvp0sf2NyUTPEXn/gc/uC//DYA4JlnXwYAvPshyUYvNGQMDSMgM/QjyzZIf3OUKj21KJ/mjkOizFmigs+ZfV5GiuxcJ6Mxjd5cf+9tVJoLTzliZJByHNH+Rm3gHGr89RzEfF4zZT0kmqO08khTJFD5DfmcjOUabhPdRxLBoVDmkWOS7V8m4qPzFpMmuP0O6Uk9ccftAIDurvj9xiEZM3on17G3I70VUZR+Qz3C70TzPAcrq2XstuXaDUaRlXeYjAjxVOSe+VpdMUqtkGxKFC3eJPU+pYGSRoaUcSdhn4+h7MToIlHtJLMOeoJC3t+hFP4aGAMgY1gOH3xI1jspwqM2oiyswMScX3D+uP8lEdGNrpxDsCEVKelpQffckjxLvY9+QI79a89i4SxZZXk8yvh26kvCWvjqMR8digmHHaKNLgVajcTpu+5soLTOeEokvsx1tuinz16uInRknvXUefHLvTNyzOOBnFE78uCxAqRE4d7t83xPYHy+uplibZXVVI3IiuveyAqkp7DCCiussMIKK6ywwgo70PaWIj1ZliGOY5sRcRwnr+vVTBizyipc5nquzUqrAKmtCbd0L8bWYCuKlPisz7UZQBceqaVysT556ywx45hlWS48yky8E6toGJGeJLG6PnqsqvsTTsbwlEXJVnZn3Cez9lE0pUsgphlMXSYMJzZjqVlV1SVQtq56rTbFXkSzLU/5W+43lJeZz+LcWslIa77n4PBqHc8w2xFFGVS6Uxl+FPW4fFkyY/3dTZQOCSoBT2ptDWtsoVns4TBn1GL2WkmA+mQ0awQOTrTEH5eqsn6HWY5rPck++QZYoA/Hiv6o8BmzlZkDbFPXRxmDAvp/yXdsT5Bq5sSsoy+xfrzke3CYLVHhyeGEWkVMeDXcvFZeiYYyIjZL1Bi6f6OOXk/OdWtfRSn1sjBb43lIlfEIRHr22nJ9mLV1y5nVm7A219MjNfmayz3YGUk1Y4xomWnvIvJ4pFkw7Y/SuOk4OTKu8bFCTSZFoZMksXFE0aBY1xkyRk9CG79zIVMyvcW5PyrDmz/XJ6moUBxHlvUv1v4j/t3v9+xYoFpASTz3GSU2XirCpKgBplDrHDEiskCkQTXRHANUiB6pNtCIfZtRSo2jLM01h69juZwyo8iO/nprsQpebwaAsdUWSZrZXsFOR5idXnrxaQDA7/7ubwAAPv8nX4BHVLlMEeROuw0A2OQ9G08SeGXxWWW7tEynZNzMsggx45IiguqnqbKxpY6N6Vb3y/qpDti5uKgGsZm7OofsYPo3yFxA/SFiz4YC5RnPz3ge6mRUy5zZDfAUUCqXsFDReCm+vN+jdmFDoIXlhSq61wQdy87LMzXm87PQEhTnzrtOYeOI9HMoA22vL8/Iq8+JaOnuzi6WllsAgFq9dtO1Ad9u5nkOVlertte2sx/llS+2d1qrKthbk2YoLXCM95RaTa55ROZWExmA7VARGfayNmNEOIUCc9sfa8h1Pj5WtWfYz7Qhc8Lk4yJGGpSkCkj9LIlGyDZFr8lXMWAeh7+0hOgT3w8AGC3IPMXlsaa3nQYA7H7gAaxuf0F+i2fPfX1bjqf81Ev4GuPn3cuCHJ3ZEcbNu98v/oWFCjJq9PX6Mr6cv8h42pF9vvR8B0P65XMvy3wrHMj1GRJyTcZAqtKAiaBBp+9r8rjkh346QUtI6FCvGriv82bzlr70pGmK4WiIHV6cjcNHMOJNrelRaqMjb2GapMhIx2g4MmZz+HGWOTbSaKmZLZ1QWDvLB8YqB3h9gPXlyfM8OwnIyz/Y9GXyCUSa5CrOQF76BuRUsBqvtPFPaVqXl5eAPYGLL1+WZkyfE81qVY4rjmP78qUDtIr25UKqnp3ozJdbqN1oeJ1t55z97jrKaksckS97K5Rl+L6LI2tN1MpSPjgOY0xxzgKQQRsAenyx2L+2ieXT4tcwfNmxo6C+2BtkbBxNdQLHgbZKWPzUYoA1ln0Z+t5yTXzhUkf2tVJ2bRDaC6lyzxcbFU9d8kX0E8gV6O29NwYlqwDORACfk4qvRB7GUkp3dsVfh0PZv0vhs0YAuMS/uShahJ/vW5dAvFhx8ezF7sw1W29xYjrVFN5gg2KTVN59Dr5pJJObLAthMo18+SRk5hMxMg1pWYobPwEHywwMXMeBpzy3GfIJmb5c+lo6xu9dg3pd7o9SRE+TygBAKQimyop5c7PZ2JjGEYaM3144m4jSl54sy2yJmVJp633X25/EkU386It2rSaxcGt7x5b96otVjfE7s7TmKXx3Npbb5uNEKacTe40My6GsdABfhuIoskmzJokZtGyvm+jzmk+c35R3WRefbWq/VU3vWZomeOGFZwEA//p/+X8CALa3JYG0vCqTpmatatl5MsanrS15QdIXYM/zMNKSMSaZVCkgGlOENoWdhOrLdagC45HKYEyVy1uyg9l7lsmPmPlyKoOpCc5c6JmfdnjO5ym6XspapUHEFx23hIAnUHY0viUzy9YqPjSf5jMdV+XkLwkl1poowTpL1BJeH03uvvcDjwEA7rr/bitm2rsmc5ETt90BANi6KmPZbucqHnxMSgpP33b7DBHTwTQpX/UphnnkaB0Xz5Hym/fXW6OsCcUz3WiCmEn2rC9+aXjvDN9ZTAXIxHURUfBTaaENmQ1MnGFtQbb5fWU25Q/ysjYASOoewrulFNE88H5uPCfTAIDUdZEYOY7es38MALhCQpBX7/gAFo5KSWNiCUOYuKJ/7H3o2zD+0tcAAI0dckNz3hPw0O99uYf/74QJjHXZzvlNWfbIfRI7L+6k2NyVUrWz5+TkxyOCCnwD9JsJKtwohyIENdlXpcSE6jhFyqrNrrDHY39ftrvGF51F16DBMtC7TjfwuRJZIm5gRXlbYYUVVlhhhRVWWGGFFXag7S2nrHYcF/2+vBFeuXwJzeYiAMA/Im9pjSbpdSk257ouQm085ZuplsVoCZoK0wF5I6sSJNj28yRfTrMVuh0FSHzft+vre7NmNW2jLYAwJFW10hQSpYqTBLEVXlWkSmk08ybevT2+9TLDOCaMp9lXxzgYj4n6JCztIGJkkaNaxdJXtzttXt55JAx5FuD1GhCz2QzVdUjaFLpz0BsZAWmCPrK+iJWm+MtuN546by1vk/u825GMwysvnMGpB+4GgCn64IifuRhvGmupjnwqheliSTP1qc3YeEyFL5HQQJcdjCcw2szIbHXCT2NROmCbWaddUro2q8yGOwYu0dOKCpxluk/5TLMEbZIrbFOkb7Mt6ZZTS/L8nDrUwmiiGXBt7DU8Rvn+qQt9+1urkjfSy/WQnTVrJftdlanYq1eFyGD33DMAgMP1CjK3zHPTsJXObi9Lcj7RW8BPAQBGYp5jBTZzYbaUWXJLOa0xzHHyLPRc2kuRjSQKbbmt588OE+rfgWewv7MLANjncxDOoSfGMVhfWwcALLGspswMacw4OuwnaNTyeA/kxC/NRsPG1BEp/VeXlmVfE1JNu471/wpLluv1GpcRH+50BhiRgCZRYg6lxeZ5VWtVi/4rEU2etSfNb7djka/5zP6NfM7MY+sHHyi/oRkj4+1wKGP/7/3X38DP/5ufBQBcuigow+nbhGL56nkpE27v7VvSiyYFD2Oi6C6FQGulGIZlbR79JFLq62pe9maM3PuJIuJcJ9cKTadKRGdjmZqUsL1WXJl6puaFafmMGThIGLgzKF06n0l+P049OBHLUEljXXJ4fiQmSLMyVCNUn1eXc6NyKn6bjiMYXjMTib8ePSaqmFoVf+XCRXgUI26fl/U2L/8JAKDCOdKpe96N7/sbPwoA8IOKfQ4OqmWZVF+0FiR+BH4G706JN5chvhuylDzpc27XcJHssWySpb+ZqgbILYBTNZYLyenzk2Nv0GRVUQn4cEWu+7uuUaqB47Ty86QlF+G3fRwA4LU2Zo49UUIf18HopMxF/t2ffhEA8KtfPQsA2G4/jR+oChJzz0OyjM5f1X/Ht92F/fc+AACo/8ET8pui6gQf7+qneBcfnt/4uowBg0jW/93flgqZY3cuY5EirZ94nGQaLRkLXE9Q3dXmMp4nPfpzF0lkwMKCXdJmbyx7ULGZ8j1SkvfFL8g+r12WZRZPuDi/Lf9eObWCONvFa9nB9uDCCiussMIKK6ywwgor7Ja3txTpEYHQqu2B6XV78Ehh5zD9YLOKeaOJJTDAXAZGs3LTlK36qY2oSjYwGafXicBZmldLa52jSdpkqato/floOMA+kZpuT95Md5ntdH0PR4/I23edFNNjvvnHbJBNkhATZh/1PFQ0cjiUbFQQBLaeeOvqZV6rLq+TZEQr5RKWFyUDsbkp9bcRQlxnc822FrG4UW/OfE+Pip/eYulJ3/dwZH0FJ9bkHp69NrTUzpon0GvUG8g1f/rZV/HYh6WOdJGI3VTTl6zjGjism62wf0sXWSFpge9mOXpCf6+z3+W2Vck+PXm5iz7r1fmByIrcyd9xDLR5bK9cEn+98zD7FOLIioFWWAfbH4pPam8FHMcKsj7NnpyrJFI4TZG1jcUKdttyXa7skqyA2a8+e4tSANVAe5rEQm63XOWz7xjE2nDJxuW9tmTVrp2TIt7D99xnBTTz9qopUVIAyGKYuSbkg25KWe1NCYgqopOQFECzwdpn42RZLv5pYyDvEddJjTO1jOyrVNZeLJIGVKp22y+9+CIA4NKmPAMhexEdAzQbgvAcZdP0CcbIpcWWHFcUYkj0XwkWJmzuLZdKeV8j+4ciCjXrfQ8nkaXa1l63Tlv60LpEwTvttkXotW/HtYQ44Pcexka2U62qaKvWoLNXKYkxYhO9EinkvUU3slsrdr6WJUmCbmcPv/Tvfg4A8Ie//3voddsAgLXVliwUyf3pd8UXMmNwaEMyxIstxuIzMh7qJU+cADEz3JH2TrpKqqF9PBFCR+LtJJH7G8+GcwAeXGgfGjPmlpggr3yw6M/8MJqlyLh/SwDCLL32A8dZLjAduWxgsAggD8QNMGKvh8vMudIgVxzSyWchTCp+OeGnpbPmWBP4AYYDeU4ObQi5wW33CkXxi8+9BABYX1tGfVF+GzD+X7wgz+/7P/IdAID/4Qc+hVU2ThjHHHgh3TTLMBqH2NiQ539jqYoux6/aQO7D1UsSW/Rmbr04sXTWWoHhLrFPvE6f3DcwXSLvFBfNSMmcBuzrTRz8FaJ6daJJivBYJYbmArJHPyL70sYuiz6q3yb43BcEsfuF3/w1AMAO56zD7gi/9h9/EwCwckjmj0dOEDHi9pxygL2PC5q0/oz09gRtmesqo1M5SfEDFTmoP89kDlG9Tf5+4EPLvHarOLEkY0afKL1r5PPOVRn7o3iEharML4Zj2fiA4zoBSnTTzI4Lq4tyjnffK9fu61/i5QkMspbEj6+9fM2SLt3ICqSnsMIKK6ywwgorrLDCCjvQ9tZSVqcZwsnEUkYHvmcRGc1Oat123Qp3mila1Nm673w7PgyzKr7vzywDV9movCm6ytlPrYc3ZrrfYLa/RdGgOI7whSekTvKF56TfYNQhu4dj8OC7HwIAPPbIwwDyHqVqiYKsoxFq7MXZ2SNCxCzUlcuSxbp8+RJCsrQFRo7x8GGhBWwsNHjMLhZaLQBAk/sI2e+jjGDGAPM9PW+Kfe06UTZzHZJ2kM33XKytLeH2E5Kx+Nore9jsEH1RSmguq303DoCELGnGsompadOYB68hfr16WERrtc63URH/CNwM22Rp645kn0FZshu3rRJBchw8d00KgwdkH/Lor+tV8dPDNQ+v7hGFuibbC5QlsOLDJZKogmkxa9wzZkIjOJbiOOXzERJNUjrPrZ0+tnisyq7Uasjz3OQpx0mMMRnmNFt+eEn8f21ZziecxJbRSxFOwyz+3hZFSgcduE1leJQPoxlZTftmsWVpQpbeGmBPJtlJ24s4xVqnSPi8EGmWZVO1+bPPs2Wv9Nyc4toyYGoMkWUbCy20iDbfdruwPiWu+NOVq4xtCDAaKxoqbF0XLl4EANx/p7AQ3X76JNrtDvdP1jXNmruBRcb1HHt9yTqqgLMZjGyv48VLsu1OR7KHXSLkSBOstCR2Ht6QzGajJfXhXiA+GyaJlTGo1Rq8Onpd5bgm4cT29IyInOVCeDfqn5x3woMfP29k165exj/9f/wkvvrlLwMAbrvjdtxzlyAIz39NxtHtTa3DJ0uWMWgynly+IH0/e0PGXydHP3ylPneVCY3jH5GeGD4m1q/IjDkn9+BmERCryLeyYWnPV15hkl0X2/PnSFEgy07IT5XcSDODMo/bZVXGxG9w2/mzlfE5HUQaN+W3Rl2uRaPm27g9UfZNohELLXked7d2cIiZ/Hve9aAcB0UoQfTy/Cuvwg1kznH4+EkAwMl7HwcAfMd3/TUAwPrhE1OMiLYB6sCa5xgsNkpWdHlrMLFsgHe3BBWrtOTevfek+NIf/OYennqeSE+DvZUt+tC2ojoZHJ9+xGEs1XGM/nFn6OKD8zGFlQ8ZnWjy6KPA0TtmVsxsb6scw9Wr1/Bv//f/AADY78ncVOctMBmuXJUemt/5dREs/dv/x78hx1zJ58rRfeIz/fe8CwCw+DmZ8+o820TAQ0Sl/sePCYJ/iejLJp/D/WSAOtGn/kierSbRyr19+X479LDP+cFlgkkEHaFTeM81CHj+Z7bkfE6sEdGXtiS88lyItap8t7+za3s8b2Rv6UuPMXlpBABUazWrC7HHErH1w3IB7cuL51nNhXlSAWdK48fTUre5pizVBUiTCDEnbfqypOUaOphmWYYo1jIfOUY9Xt23Y4AxX0i0C3K5IWQM2+2r+PqzX5fj53rvekDoHpWMod0ZIGJQvkbni1h2cfa80Ar2eh3cfVpoBT/x4W8DABw9cVL2H8j1crZ30FqQspHFluy/35OJ8JCKy98s6cA8dfWtZq7nobWyjLvvkBfNU89ewV5fJmUxg4eWk6lfbKwtotpg16InLzZKYACP/uK6ljFAXxJUA8LnS3W95GBclsC3ScXmvYHcz95Q/l5plPHd90kAtgGP210go2g6iXCF61/qy3GcZi1crewiY4lZdyD+PqZPOqSgHkUZ+Hjg2KL848yulPUMCL3vD0KUWR63sKAvZHI9dKJ7ZaeLxZqWZMrn8qJcH9UPGo0nWFkUvz6yLJ9jEiG89LxQqr5vdweNRovXValc9QVpitp15rdbwH+NxLrpcrWYkxNnLlExnbAoMQZq7BuxtFZJXlzfyxNH9NWILx9KPe37LtbW5OU9ZC3CfpcNptfaAIAszYk59KWpN5Q49dzLoiNSq1WwzqTO5SsyufV4fMvLq/alR5XkBwOWP9F/+sMhNrfl5bjd6fCQqXPGF/0ThzdwZEOaaA+tyjFXmy05MI8lGIMB+v0+r5X8pGUVmpxrNpqW6lpfBkdjLXeb05GasVvzZUdtOOjjqT9/AusbQlZwZGMZLid0J+6Ql9/uV54EADs+ZmmCC6/K8z8mpfOpU3cCAC5dkMm6k6UACYq8WFlYWHaofps5iNUJldqddUiOUlmHg/xFm2QotmpWT+IGMSUfI3MiA58xUMt4bW28ceHoXCaT+U0lFZ8e+Qs89tS6SspjHPLlPlUq63oNg448Z1VP450+qyR7cV3UWGYdsGVAS1HXD8tL/5PnzgIsrf9bf+dTAIDTd0oDu20pyDIrH3ILRFMYx6BSdrDS4rwUIQK+PCvl94MnpOTSlCRWTFYTrPkSN/tdykR05SZGl/kSUwIguW37UuuQmhk78vnd6w4OMXmjb8qq1ZTweKJPfDdcJml0rEtZc9afyPH84n/6D7i4KXFU7/2ALz9AhgcfuB8AcP78OQDA01+WOevHvusjAKhxFsjBDj7+nQCA5lNS5uZRaw9+hkoo+3+c5Ey/vSBz1otX5ZndDhOEE7ku6bglq1WkfLI9lGvw7E6GIROtx9fkHIfc3mQgz/F4lKLMZG5C0q8r3HcqoRzBIYO98/x331hdnxtZUd5WWGGFFVZYYYUVVlhhhR1oe2vL27IMcRJZ5Ma4Lnq9Dn+VN1ulYdZyN9dxrEijUlRbQgNmN+M0QRzP0ldbZIYZvyhMELMsocJyMteZXQbIs3dazqbZUoev3I1GA6dP3QYA2LogpRSxEhCUyjhyWrIAL78qFIGnTgsUeXlTXkON41pl5MuXJFu1tSNZyg4bON/9wHE8cK9ktO66W/A7bc4cM6PqOo4VM11oSpZorybNaipgmsXpdeVtr1fmNr/MjZCeW6G8zXE9lFpLuP0OUSh++IGrOL8l93ibZW4hU4cRkZ96vQqfoolwFrklzdoQt01TZBQ57PeVPne2ZKhc9hEMZL0mlbkjZgx7Q0lfdAYhylQ6XqxJJqXCzFCJ9XLhKLT005raCLiTJI4xnsh+OyQeUNIE5RGJ08w2aq/UJLN0clGerR4bDhfKCaq2vI8U2ERztIm2UXHRrCiyWppZ9uoW6VXjBMsLcu2UinVfRd4oRtjd30f9OEsIzKxYZt5da2DTpI5/Y7KOA2jTZ5lhirBA7zcvqjOFWju2XJfN20xre0TYsySbunyz11nLduIoQrlEtJzlGCuLknorBecAiB+oj2u53eEjUla2tyXPxYXLW9g4ehwAbOmvjhHj8QgBj3WfSE+Dpc977TYA4OLVa0hijVngMnJch9flWXz4gYexsiL/rlVZVskyYIsCIL2u5Hm6CgCQbLmWtzm28iDgNVShy6nSinkXvBXS5TcyY+AYg5Ulufa7m1dQboofLC/LfTl5u8Rbrfq4cuka6vSHlOqEl18VwoyIJTFZUEZJ0Q697rxXYyo6TlKDzJktVbPkFZHEIM91bYmZDSs89Gzmc/7b/C9Py0DNLIGBNoi7rg/DcnWHyEASynl5MWOh30TGuGuI7MSce3T6Ev8HkxgRv1MCkDLnAv2ebP/edz8EEKHYvHQOAFBnGfy5V+Vvt7GKD/+lHwQAnLrjAR4jK2NURDZLZwTeD3rxh1CrO7as8rb1IygTZeyQxn6w3wYAOAFFjScG9Ybc43UKiz/3RYlVHqcE6QRItTQsoJ+RurrVlfv8sUMJHNWOoAqLelt8t8wHzb3vtYQZKStJJqkcxxe+/GcAgN/7wh/jr36HEFF8/gtfAADsb8kzlUUpTt8hiMzKYXnurpF8ZjbmEcW+9z3y+aBULNX/SMpT4RpL2LHyqozRKyfleT66TBHpMEbTEXQ9JFo5Zsx9ms/v2M+rFDZ4DScTOb8LJIeoLboYcN6riG+dCGWDMhjBoTHI+4HJQADT17IC6SmssMIKK6ywwgorrLDCDrS9teKkEHHS0YgZcOPZhElrUd46td8ms42HqRWqy1EL+TNhSsZ1HNQqmiGcbVBUutMkTmzGYl7EM4pyqkrNgLqYy2pqJrtaxgP3C/XjuVdeAQCcfekFOfZ61QqMnmcGR1GdQyvyFjyahBiT8nShIU2MSmhw6FALAHDy+CoqvA5DZhdSZhODimy/Vq+hQmRB6Y+1P6rbk2Wl9vwbT83cCOnJs74HPNUDAK4Lp9HAyjHpM3j/e+/Hqxckm/HE1yUroj092t8yCWPb4K+ZGBj29riKAEXIRpLxUKRHM2pa9h3FCTpKR83a9kagqCP7bcIMez3ZznDEmnTussQ6+YXAsfdsWvgUAEaTzB7/kM2yLJFFiclSP/AwiVTcUvaxSlrtTRX2S7McTUhnhYNXl8W3yz2D3a5kos6R1rpRZp0xa3bXWiUrQLlDAdTdvtT5lquy7LUzZ7F+u9T+u/U56mqlHnbK0JCWuVXcKjkd4zh5TEwSe0/SOaRLUR2DnJhEs3tJOpsl94PAblMFPnVrqc2EG7iEBpUAYML+luNH5dk5e/4iIu03YnY6JEGHR/S6NxwhpJhpldvRZttKpYpmQ+Jar6O17HIkbRIa+OUyUqKgesdXluXZa9Tk2VtZaqFakfWjWGnZVWRV9tlstDAh1amOUYraaCx0HAdRPEsFHkWTmWVuaLdA2Hw98z0PG+uHcIV9BHc/+BCSSO75pfNSMXHitFRQLC+3AAD7O3t24AnKOrZJZYgbCGqRGR8uM96e0TmDjH9hqOO8gVFSAgbaICLtMIkNkiyBtuBYkUcrVgruC1M81hp89E9jCQw0yayU1UYp0p3AIk5WBJq9E0Eoaf8k7iF0SW6gRB3cYI9+9tKZq1hryTmqvEEQyHO4wmt3+rZT2NuRMauzJf0dl9kHdfdDjwEAPvFX/g84fFTQNZ/PomXQdhXdMVNop3PgKz0MDBzjW4mKignQatBHOJfcIzfKpKXVSAZLq6Tz75AMwCXRUIdzVNcgGxA9a9O/6J8fWJHt3DWeollWsgPG1+gjfwkA4Dc3bI9lTPTzypaIgf7Sf/xPAIBH3v0ufPSj7wMAfPGLIi5qxcMTwKfodJ3zExMpAUdO2qLjwYTitb2Pfrdcjy8L6YjXG9l+I78nx/3gWZkbXTsq2702DlFvSP9YqyzSE4Oh/JYGlA+IYmxN+Nwwng5Dia8qYj0Yhlb4tNOT81hekM9mWZ6JB9cb2GvIv89dycknbmS3xqygsMIKK6ywwgorrLDCCrtl7S1GeoQC1A9yQS2lRa2xTlsRnogMLGW/OkXHOlsbHpBpqFwuI7CsbbLoPC11ZgwmpMNWZrhSSQVDiQYlMcralzFnqU1vZlheElTqxKlTAICtPenJSbIxrhARqHIfL1Lc6dCK0EfGMLiDfTqWaYjsFadPUgTMdVGtS5/OhUuSpfHJHnRo4wivXWDZWZw5+lm9PkLBfcPTeVOmmcs0Te02b4mUpeMgK9XgLcp1PX33XfjoBwWNu3BV7tmVbfElZRk7d3kXYzKklBPJ8mQeGXkcMuqkmUVbcuE7uWc1ZjUcGBwjNfVl0jOOqaRX1j43k+TIkPYE8dCVXW6SZKiQueoQ+3+UxjEEMGAjQ6gJfpvllE/P5BTVTjRL/3ikRYo45FTJLv29xqx8OBaf3tnrWSagKuuUNeuk9e2eyTAh29tgnPesTR/Y5bMXcC+FJitEdTXjZVwiaqYMMMsLx8HrpnsOkBnklLdZkliGqNfq0UuzFGMKfSqy7s7FVGOMRYZiIuERWdsqRExMZjBkTG22xNeXliXOTYhw33vXbdjcl6x6NJDnok5EOi7L8fRHE3zpS38OIO/3Au//6toGbjskfZLtfUmxnj13jscsy9TKZRvLNcbr8+Uzkx9PxtgZKjIk+2+Q/dLSBTt535lWDGhvqfZXNJsZRlYkVXyWl+X1kZ4bt4LcMuYHAVY2jtlrtn35HHpkjjx2WhDcDv2kS/ry0/fciUtnpBe22xHfUca3gMLGcRRa/cYKe7XiIfsUE46DaWRRPRPK+Gyp8dmXlUSunTsoe5sVKreU01lOra+VHxyDx5N0au7BmEikx7PoiWvjpIooaxVL7BLFnPRRplhlCMa5SM49yuTaXduKkCXy2zoR9cMUmFxVlGyvjfqC/Pv8K8KSuLUj/v83PyhZ+6PHbs9RHHXMLD9XOZdsihL54DNipmmG8SjB5cvii/fffju67JsKE1Zp7JEtra1oYYy9PVlmo8SxiChOGrG/K7UtVkgpvFyjL/3lunyWJwlQITpJp45PCJtx9tjHZDswVnS6N5F9/vpv/o4sTB//ru/6mEWzdcyPWZHippllttQ5nefPzq+zLEXE+cGYvtu9RyRY6uw1b3zxa3m7IitS1s9IfK6fkmcicpbRhaA/R9Z0DkLWwoRIupNgsUJxVmUbdPnZEX9tb7o4vCKxOkhlHhYRgV9iD9VK2cFHKYL9S1/Zxbb/2kyaBdJTWGGFFVZYYYUVVlhhhR1oe4t1egxcz7N1oVE4sUw6+p3qRWiNeJZl9o3UZl6mBEd1XUuJz33pG67W8LqOazNxqrOgejYKYsywuGl9rrKYWDYIByVmOo8dE82BHjP83W4Ha8x0ZnwTferJrwIAOswKnLz9LjgUB1s7JExHm+ekN+i201Jfm/ll9LqS3fFcZov4Xq1ZRi/IUGF2c2lJ+oW2yQK3vb0lhzqVlLECY5qNfBMsblYoMEmvYzM62ObAuHWgQma0NYN3PyLsNl979hwAoN0Rdj5lpnrxzDVcOic6SwvHBQE0mr0DGbHM2PYI7DIzpD1nmkGsV31UfFmvzMLvc5uy7FYv761QUVRFejSVvFClloPnWjE0FUttMwO6WDYYK+HR3JnH3I6XGIwV6SEc1KJ42VJd68kTZPSfGjOvQZmMggtSc+/7Pib0WX1+L23KszBWyn/X2Kyv9khViHypaGt7r4P+rvh3hf1xKBFJY2YIpmrPw6TjvxjM+Q6yDJgRFZlHdtTH9O9SqZQzXA0pglyaZSBLsxQxs/KW4Y2XM441GGYWAXEYeQ9TZ21MvYndnT2cohhonSi6TxSlR+Tu7PkL2N0Tn1A2uLV10aHyXA8+dSmUWU71gvQZWFlYwBH2ELXZK6dpyI012c5ut48B472KOTs8jkq9yetSRq0q17EXMMuYyDHa3jvHQYMZSR2rRiPtz3ttQTxFFrLs+nh7K1it3sRjj38CLxB9+OoX/9T6k8PM9bWrEj/7jFN33HsP2ruS2d3abAMAllblmR/1yUaVGjjLEg8y3s8xUeZcM9ZB2RABpCho5mqVBOcHrkGWejPfWYhHkcDMWJbCOhEnKzoehpZNCyBLpSfLBtqf4eb3vkwxUZ+9IxOt0shc+A79iax0+2y41Oz9JEnQZT/kQw8KE9exU+L/F149AwDY8MsY9OWcRxM5rmN3PAQAOHr0JK/LFDOd9t1ZkWhlzDWwXUpZdtCBHhhj4PseOGRhaXUVoD7cy2dFf2bYl4twgX21cQAcXpLvlhZ4X4MplBHAZJjBTp0YS+5sie88Qh+Qdi8ttWBP1Xs/CABw109z5Qw6aveJnPeoW/Z93ycIXqnko805aaqC4roPx9ECCdx2+iQAYJ3zUGU3nu4RHbEKyrAiYP/DnwAAVL/+Ajydj9C/S+ztufMpieV/uLoK7/A2AKBNnSGV0ipHEtN30xjVqmqqCUq2tCTHs0/h82ZQxn0bMnZcKkmV1QrRf1RkTpBVHFw8I8vXa2U47lR/1Jy99eVtxrETvCRJLEX1YKCicKTe5UuP9A6m9t9ATqs4TUhgy9gynaiLY/iONugZGL7d6CA+HuvEXxapVCv2BUtfDnSAHbNswjGOHQDXKXbXJ/x57lxsqSOVVKBOheSJVsd5JWyTkrO5IDcwNHKM588JlL92/IQVTlXq7BInDAEnBXGc2kFcxfsqnHCqkN5w2LfPkKWqxqyJOvuNB+JbV6TUAPABhz5Y9bF0TB6oR98tFORPPcsBeiC+NOiP8NwzUkZw57ukfDEItLyN/poCEe/Z7q5AwQts6l8gXWPgOOj2SIXJyaWSFOhdqpU8hLGWR7Dcg6VsR1juEEURKoSdBywdUzKOSZIreSfcqgr36rgcRRnGSmrAMo0NioyuNMW/RlGGgTIg8PmrkJ760CF5NnzfQ4flKltbLAfgKvWyEhA46HNg7pCYQZvwAwb//mCE/h6pMXldTFl5PeV4MgMgogjbeA9WHPaAW5ZltsQ1Q3Ldc6uJipgvP3EUYTLO4xmQl/xqHA0nE1vOFpNCNxc0ZQIlSS2Jipa8KbHBxroMSuPxGHt8oSmxKdaxtOLa9OvCZ1xb5mBWYgljnKY2Xvvcf6WqxAb7/H4Zi0z8uIyBIcvrdtukJPY8NOosoebutVlZE2SZa2yTryWJ4XF0uySUSRP78qWkNUO+9AwG6m/p9THzVguhc7aw0MJf+aufxOOPfxgA8LNBHZ0dITA4+7IQAbW7ch0feuz9AGScLvN+VFk2q4QnmoScxCkqjAeXr7LMfKJlryxVdAz8jCVKRu6rYVGcJecwsGKmudK9O7MvgwxpNktW0KOYbRTCJjN1wuopGQC/LzmxjdM6FylzmbKWM7kllBi3olTGnBpfnrqxilECKV8Ut0hWsLLSkk8+d9cuXYLx5Zp9zw/+LQDAA+8WofPW0jJP09hnWZMX+mzYF9Iss4QOaZoceDdOsxTDcIi7TkurwUuvvowHb78HAFBl/KpyjPMHKjIKZJnc41eflTgxGmotm3yYLE/Iazz+zqZ8HuH8DYEUKgNA0qLQ+Ye/V9ZnAtUgtSXyJSZl/8r3y8vOkDG9PxpZIhYdArVtJHPyEvjDxyUZtcxEhJIRmTi29z9L5yQN7n0IANC68ySaX35JltcSe84T7tmT43j8VAdbVfGdXiTX7IVnZP6zxJfCK56HEstJ1/niWONvWVfmT/cfd3CfJsFYipf4sk5lQWLGxdEYCWvxVvy8pPRGdiuk7QsrrLDCCiussMIKK6ywW9je8vI23/NslqIUBBbF0VKzKjNrnm2cB8CMHFzNZopp2YYxJs+szSE+mqUwxtgMjjbxKsARMHPn+4E9tjjS46KIJJt5HSd/U282JdN3lGVu7XYbIZeLmRlcOywZ7yHRtuF4gstPC+1fi5lHpes2FFZtLiwi0hI8Qpd6HlpO1R8M0GbJXK/fnTmfRr3B49m/Toz0m0FtjDGviQYdWDMGGcvSjFuC21wBANxxl5SuHV4Tka7zF9sAJLl35bKUFbavSfPeoSVCsMGybhQj8l3u7kqGsEwYp0Uxxd5ghM090l0SaunTF1dYVuaYPHOjWfONRVm/QTQmHGVwSrJenVmRNtNO7XGKLpsp9TFL9Hnh8+N6Bv2YqCszOIs1uR4LDTa/T1KMtGFSn0Vup8znuLG4hP19ng9Lj8irgICogON56JOq2nPnECgej+958NlkDxWDhGa/mNkNO8BA7kG2vyPp14Nu2RTJCgSFmUd49NlViuUwDPOmVUcJX1gOzO1MxmNbkqU05Lqf8Whg9+UQpXZstzcp1Hlvl1otW1qh20lipVuXe766tooFDkUxSTMGQ4nR/eHAZsW1LqPeElRnh43ve/sd7LC0t1TTUjVZpxQQrXXyrHaJflQhIq7H5bgeJoz3Nm7OlTjFcYxEkSeOGzpmKXoWxfn9sHaLExkAgpSsrkpM/Lt/9x9iZ1solP8vP/kPAQB+yCblsfjXoNdBryd+cO+D9wMAzrzwPACgOyFFeVDC1U1Zr91ldp0+qeKgVTO0ZYUlnUMoDzSXEXFzHStnZSu0zM1kU4QxOt2gbxtjLCkCLDmAIj7ydWKmyiRZopQquJQqTXZmKa5BOmqPzyjDP4aRwZhlwC+9LGhZsy4+uLbaAgBc3dzD/Y+KoOQHvu07AQA+n4UR5xSO78L3Z4XaszkHdYyDNNFWAee6SpGDZp7rYKlVw5joy9XLV1EhpX3CUrU1llNuDWWs6ccd7G/JdbvyKsvJlPyHMTTNAIc+eKQmse67KFJaDm2RoT2O5O53yTe3PcxvOC5mMWL6jkq2qNkKpnCCDuefuzsSI60ETJpil4LfOsecEMm3tWdTpqKiccJngrFu+wMfQu0pKffz6IvKIVSnJMGjgx7+Y1+u3ZYdx1n+viwL9wddZAPZx4hjf3ckx3yVFVHHFwO0IfOvxJX4Ppp8HQDQIFHEYlzCi9SA39mLEUWv7akF0lNYYYUVVlhhhRVWWGGFHWh700hPkiR49NFHceTIEfzGb/wGzp49ix/6oR/C7u4uHnnkEfz8z/+8pT99LXMcB0G5jMlQMr+j4QCTiby5aZ9OMk81nWVWDK7EN25bY86MXZIkeQbCNuQ5ulP5O80s8cGY2TzN/PnThAjM3GiDb8R95QQJUd7U786KPlaqZYyYoVT06PhJeUN9+VVpfH/hlZewwiYrL5Q32vWT0gNy933ydl+t1dEn8tWnOOnWlmQVDjEjkyQJItat+8yqgnX12k9Uq9XR63bwjdo8GjT719s713Mz/BQAkKU5umUCGF/qS5fYlH37STbb7cp9Wm7VbINie1uyzqsTph4CyQwZp2ob/43Wbcf6yeyxAbJkNvu+Wic1OwtVr3VCjEgusNKUcymzW9awGbFZC7C0IH5gKAK4uSW+tHNpiA4zJH4yS8EaK6V2BITsabo2pFgqE0tVck+PkxADUnavsCnTJVpZIdoYJRl8NvsutkjnyfPyWd8exikaZCKpNWSZEgVZA6ZJmwsNlGuyzZyimhnRmGhofwsZm6GHFy4h1Vrpt6HdLD/NkCGO4ynK/uuFRzWWKnV4EicW3dBemsDGUiI1nmcbXvNeSvYGETFClqnL25iqSLdSlsdRhGajObNt7bdZXJTnotlaRJdEFlc3RWhvwB7KeDTG/iXpdYwZhYc8n0Ps/8niyAoDNyn4rFTamrn2PM/2jzZJVR0w8+3RZ6MkRb/HsYloQxiqSKmSOaQI2euU8DnVcUi3l2Z5H5K1dzDCczN8Vao8fHsZKpUKjh0XMdIf+7v/ZwDA1776eQDAH/2X3wAgBEFrR6VRXxGSpaUWAKBEAqQrm3vYI+mPUuHr0N/05ftaYDCMWM0RzBLAKLINJ7axTxHORNUXtdDEpHDtb+wHS/NKEkOBT8eVa2FIQuSzZ2ECD5OU8czTvjv5rcxlXcdYGQOTzZIlVEhn3EgSjLlfjb+vnBVpixqRzofe/zH85e/9G/Id5S90bpPcaAzXoS7TfiZFBhKM2RPq++51SNDbyW6Gn3qui+XWgr0etXIVu7uCjDhEIsoliaPNElGPfhejHsfIIX1GybaogOIHORnVJ9YkTtwTj7lofk1TzhsnH/oOAIAhGp2RrnySDjEmdfYokvUtGqMSA3GMl18QQosrl67y4uT96xfPCjo4ZhybcH2dmyRxCg1Y+lvAOXLA89q971GsnvivAICF58/J+gx5GQsyTl6NcYh03GfHMtdVGnVO+1FKMnQ7HK84rISck7SWOF93M2SB9PTcdliqZl7Zfg4A0OY409kyCEmkMBrn49KN7E0jPT/zMz+De+65x/79j/7RP8Lf//t/H6+88goWFxfxsz/7s292U4UV9i2zwk8LeydY4aeFvVOs8NXC3glW+Glhb8beFNJz6dIl/OZv/ib+8T/+x/gX/+JfIMsy/MEf/AF+8Rd/EQDwqU99Cv/kn/wT/NiP/djrbscYg8APEE5lInOh0FwUD5jKfMexravWzJqmIGdr2cnqwPrTkqciYGJJmtq6VUWBIr7FKjIi+yWywzdaX+mGNUsZp7YevkNmIK2fNMaxqNECs5jlimSkTjAzf/bceUxIJRmTKvXu+6Veuc6MqDHA2pogClp3vkOkR5mGBsNBzmRjM1wqSkoEKwgsLWuiKpQ3sPm+n/nv3yl2s/xUeH+TnPM0A+CQGa8p/VenT0kf15NPXQAAVCslHD0i2YiAGb9M+8A0t+DUUSOl+eFDkn07/4pktnt98cW6n6JVkXvWKLGOVrMsRHM838ch+oGlxnSU8lR2tbK0gFO3HwcADHakdn40ZFYk7IOMp8IGgxzp0fVLnoFHga9Iqd6VnpjZslqjhJPH5LrUSQO8ceSoPUZAniPNvOp5jMaaFWOGKgUCsjSp4GS9yueX+1w5tIqAVN5an2wo2pexBji7fAGDM+cAALtbuzki8Tazm+enci2iSQinzGfe5JnM6fgI5EhNEkcIGQ/0PmncVBQmKJVsLIvZg6MipbbPJTMWbZ6wx2KHKKf2W8Jx4fEeKmun7whS12TWr1ytYzCWPrjhQBCWzWvyXKw3KjjZEB/bpf/u9mSZRx95hMccokQmP0UaA56PyhOEk4lF322fJ5EvZb8cT0L77363Z7cN5H0eQVCyqEO73ZZrR+RS0bJJOLm+h/Id2tNzM8d+x3Xt9XRcx45b733v+wAADz/0EADgCgW5v/TEn+DYcWHR6rdJXU0/u/3OuwAAF69+yc4LFCGp+ET9+Ew4cBAQJTfJ7P2keyDNDByj6NxcLtgiprHtQS4pi1SkbG7GrpfyM7ZyF/RF4yFkE0/A50P7LTOmyUtuLgqtT29Je9GqEv82jixjxEqQ/b4s9fBj7wUAfPIHfwQAcP99D6BcVhFnbsjO9qblQNh/NF8hoz1/JkOD6Huapm/b3t6b5acZ5LqUiOYsL7Yw6GnVj9wjFYU/eUjG1510gP7uLEW0mW3pge8ZLHNc/74WWcq2uZB1N4PJMfH3wYOPAgC8THsM5f6M4jEGEzmeAXsi9ZnS4xuPJvjyF58EILEIyNk1J1GIq5ck1u7ttAEAdfaW6zMh5yDHGCYK33D/2rdWb+Lah4VOu3ZBqis8RbfpO7Vugvs7ss0v+mRZG8v650fatxajSrbDMuOpIb08OISEwxbGicyX/vy89MO3x3J/jlGQ9PlLF3FoSWL/6eMOXvg8XtPeFNLz9/7e38M/+2f/zD4gu7u7aLVatlzs6NGjuHz58g3X/exnP4tHH30Ujz76qCUQKKywb4XdLD/d3vnGSwILK+zN2l/ET4G5mDopYmph3zq7WTF1l3o7hRX2rbCbNkcdxTdcprCDY2+I9PzGb/wGDh06hEceeQSf+9znvuEdfPrTn8anP/1pAMDy8rJk+7R+1BhEcwJ4WjttBd+yFA1HhQ6JbLAfoURBPdd1baYizzArU1Be56imGTnVodCXsWq1arN4mhXVbKllMDEuRuxJ0tpuPaHl5VXbX5OS438Syn5P3347AODI8WP40hNPAAC6fZlcn7pNfhsNmFGIIvuwaj1upyPLqjjpcDBAEGgPT23mPGo1+TsIArhEHWKbxboBs9Br2I11et6eqcqb6aePPnwHkIVARnFRk0IfFacivniCYnAlZm+ube9jsSHLHD/SAgCsD07KMotaFF6FX5cer+UlyRad19pZMvU0PAdVlZ9x531ZfHBtoQxDBK/DXogx2WJUe2QUZagtCNrokHXG2xL/Gia7qHC/TIaiSn9vMpHjOkCfsI9PgdDDa7K9xirRnHGM+ppco3pT/LRFvRRlMgrjBIOBPMvav6Tno2hqvVy26K0iT1Y3iH0S5WoD8Yi1x11BE8BnBDsigBZduYrOvjwn4yR53bre/1b2F/VTYNZXl5aXkSKzj6VxXGS8htoblqMNcrM9z7VIjArHKgOZQ6G46d6VfOPg+kRM0tQK2qmOQy5eTFTHD6wYqCIt2kupt2c8iWx/zoBIT7sj6Hlv0MMwkni2R6Rn9ZAgqisr0lcniLb4gqJTeg0MkajBoGdRJMvWxmNV8dM0SXPEVDOaNP3bc31bnWCFhvf3eMqzvVTvdLuZMfXBBx9EluUi167j2B5IrVBIqGfzl7/nBwEA/UEPF8+IcLf2AS6tyr0/e0b6vNqdgc1QM2GMOvsBnUz7EhJ4ul/6rt4hJXjM4FrmQYvYZBqTEvu95S9T9Ft7ehzH9rtkRDa1dyZSjRM3hQpLRkRNXc5pLEulk9m5hl2ffx8/JFUG73nvw/iTP/kSAGC1Jcf40IPC1Hb//SKi7XlBPndJVZhSfVrH9es1EPU3nQeJjl9i//12HP5vpp8urpTR7g9xuCrj2aHVFdQPS/z5wpOCnlQqElOa7BGsRwvoXVHNRBVylQ9LapkCD5BR8iHGMUcX4m3JPGD4/g/IdhYpGBqzf5A+NA5HGJElUueCE8ZyrVI6f/YSXmJPT5Uozkc/8SEAwBN/9EX0OoJKXTov/T7rhyX2eqonaHKtN33uUu35pS9FaYb9h98jx/GFP5Lr8KIgPvq4mAi4f1f+OLlMxCeW6xQbigMjQY2VI0NlZBxxrhsJwr/UqmJzS3ri966+wPWld/OZazJO1LwyVuoUeq9n8GfD94y94UvP5z//efz6r/86fuu3fgvj8Rjdbhc//uM/jna7jTiO4XkeLl26hCNHjrzRpgCQdEA7ZJGJgCaARlOb7Vi+RbHSOE6w0JKHXZtTA19L4bScy4Fhk5mrEN11dH6JbVBUiFbJE1RULI7jXKRPl50jREiT2JaMeRwsD63Lufu+j/FInFRvoM9ZpTrfxsJhO+HY3haYsc4G7SEnh0mSWMgyf4mTzzEbbaOpY9Xz0CY9FVatVCp2oqENuSa9nrpar8d1JRk3LG97e8LbN9VPswxIJ3lnHQLYYZKCb6sUpl0/1AIAnD27ZQcXfXFPKFqLqC2fbhMOfWZ5hQQejIojvvRMAs+WeGmA0bugYqWT0RjLpCbVZTosmdSJRBynyPjiUG7I87N2hC/gh/awty3BoqIkHHzBYa8sOkmCbc55P3yPlFoePXUaAFBblIlH3XHg8Fl0Le2vitzlZRNKHVuhmJomFFxfhYNzelfbhM8yJS0lKFeq6LFhucKXnID7mJAivN/tYWgpNuO3ZdPtzY6njuOgUqnkKvLZ1KSb99SWmtH8Ugmuvngy9oU6cPKzXCnb0lobBjJN/MifcZYiKGl8kX3WGOcCltZUqlVLWKCevE+q6R5j2WAwRLMl8f+e+2Tytroqg/5zTz+NC3vykuuxcfi9j8pgqy8/A5IoyPnIwa2tHwaQT96q1Rr6vbYcd6wirTrJlb+TJJlSMNdGd8ZEfbYR23hbJ1mHlsRpqZ/jegDeviQab9Zu/tgfI2QSsFQqWUX5KkkJ9GX6Pe+RcreNw6v4n//pPwEAPP/1pwEAp++UBOG1TS2jTFDm206gIVpj6igvVdcmcp/jqJYdhSQWiDMXbjYriZEanY3yhd6ElmjJsYqlfMEyruX/9+2sislZkhQkiK36RsXj/IB01CoKjSyxZEy+xlT+Vmd5W3t7H54S0HAifZSkED7jpjGOnWeZOYIGy1CSZXnV5VwZpp2sAwg57/KC4G0YUW+unyZJik63b0mAAg/oMFky5pyu3VW5CbnRa81FVJ02AKCbyW+uq3Mqlm7B4OMk0aiR9MC6F691tLyAwYc+Ir85+sLMWJUoHXVo6bT1c8K5ogqSfvkLT2JMQq33f/gxAMA9j94LANjb2cMX//TPAQBnXzoHAHgXqc1z4dz85XY2hZWXkDqOQbQi84LuBx+X8zrzy7IM+dyNm6HVkX9/bEnW+xKPucwS1IVKCT2WK18bsnRUZS9Kcs5n2m1c6Uu584Iv86ZeT2L++05ImeuD96zh2vNCY73rRHDx2tU6b5iS+qf/9J/i0qVLOHfuHH7pl34JH/vYx/ALv/AL+OhHP4pf+ZVfAQD83M/9HL73e7/3jTZVWGHfMiv8tLB3ghV+Wtg7xQpfLeydYIWfFvaN2DctTvrTP/3T+KEf+iH85E/+JN797nfjR3/0R99wHWOEXlmpU+H7uRiivtlG2pRFQoKgbJv2NMtSqeSNdYBk6LSsTDPFSs9oM3RxMpX5VQFGlkLwzVLLFYApwUNlrVQxMzg2416rSYZKS3uSOEFQJlXrnmQz+32WVLgq8JdgzMyJIjUj0u4FLNcLSmXou/WQv6VMB5RZymYc32ZKE9u0qwKqvJZhaNEfb0S6Wmh2U9Eu177Gp1PnP2PvMEKDaftm/BRZJnUPDvsl3BJsfsCRbFttSQgJjh2VbPPLr27Zy2TLeBRBi7UZcQinJPfvtvvvAAA89+eEa5WUAoBHwgIVp9MSTWMz7o7NytSqgp4ozeOYDerL0QRXrgr5xdEjAl8vrUjG/f0PnMRvP/EiAODcjvjQSdJMjrmPKzFw5KSs9+6HJBNUri/xPLSkw8sbgiMtA2WjMJ8tz3XQXJBzThIiB2Y2oxrHiX2mtCyuXMqFWAFgMhqg12Y5ErOjHqH3vSuSBRpPIlsC6Dhvy0qM17Rvyk9paZraQJWkCXxnNq6pWap9xwF4nRXx0ZIvLf8R0dNsZhlbhpQoVX6AiD1FrqfInH4ucF3HlskpmqQCy0rx3Gy5lsimTArt226X58M4Dj7/eSkHPnZcGofvuOsunp+eWYYJURZFEctKI020yg885KC9xnaHx5WLtur4o+KqOlZp5UCSxHbcMRbBlDIMLS+OohARkfXrqKsPgH1zvpohy1I7HjmugyrHT0ulzhiovnjs2O345A/Jtv+30b8GAOztS29QqSoZ39tOVGAiQdRHQ72PLJFnTKogs/HIcByPQ42p4ie+E+X01aTCrxA6mkSK7hhbUhunSmHOzLfJEVD73EDFoeV7AWGY7Sci4xk+Gxx6x5PMlunpsktL8iyNxjKOXDh7QcEgjAbiZ1ubHV47lp6+zphtyQiy1D7bGiztEGPL3gxKLH2NkwjvpKj6zc5RPd9Fj0jJ57/yNZw/Lz7X68hY2VoW31tdlc/bjx3F2qosc21blvHoOxnLzk9UXDxIEc+IIHBWmd13/8EHEZ8QxM7h9de4o3FkNMmRHp1bDhmDNynS+8pLZ1Bni8OR44JuaczbOHEY7hNyz195UcRFn/mK0D/f8647AQAvPfcKjpOoaY+9eBmfgQ99+P1ynRwHhvG7//jHAACTP/1jAEDlJSEiyWAsunjvvqz/QEN87wwdPhzEcBi7laCoywKboY4bnSu4k4KwKQlJWiR5WlwXvz8fGlzlnGhzZ4hJ/Np++g299HzkIx/BRz7yEQDA6dOn8aUvfekbWb2wwt4SK/y0sHeCFX5a2DvFCl8t7J1ghZ8W9kb2TSM935yJcJ7tPYknls5Rs4cwkplTmlRjDHa2pIZ/dW3NfgdMIz2ZzQ7lnTxam83tp4nNDGbM0mhGRrNyvu9ONf3N9hhojeU0A12NdHkqbjcYtC3lqyZEysw0qtjefruDvTYpdrn/vb09Liuv/lmW2LRRwG0rKqRNs3EYYcI3fNt3BK0vzkkY9Hj0GLV+VC2JE1vjbhNANkv09uzf+ZZbmgDDIaCIpFO2zalaiOtXpZ7/2DHp7cnwjBWKi5nR1kZysBnRpAOAwnXrpCl/7+PScPjsE8/KrlwPJfa+hJ5sRwUfF2tEmWoV1BqSfavyeFo7kvW5SAHSXneAfYqqbZCAoERa6DtPr2PEbNF/+sLLAIDLzBhqBnHgevjYbRvcX43npaQgRFEnE3jM9mhviGbIlaY7Q4pqQzK6CZ+7iFnWwVDF1aIcPeIB9Hh86ouDko9hT56bcNICAJQZR66ROn4UxvCYJq2VSt8AZcc717I0QxiG8DVb7nlwldJ7rrF+mphEkXDNfGsvz+yzn9dvA3nP4HhCscXREBMSzpRKKv4o/lCtSixzXNeSsnisPdd2y06nLcsYByWlQWdzsM+/1zc2sHZI+ntOn5aeMu3/HHPfcZw33mrsm894l0plS1iQJbPCwCPtCTLGHqueuzYQq9yB7/s2puo18yylfGCX9dnrNt9MfuuaUDpbemljclkKT3trZ8eb8WSCxz/0YQDAXXeJgPc1itdeOi9Z6s/97m9iMpT+ngn96YtPnef21O8Bz9OeX84HYm3OZ99P5sDThn0eRxyTKlpFRp0MEY8/0h50os6+64K33G6zRoRnoaq+lEFBfB2yg5LExnGfvpzmFQIlxtJ3PSio55AVL7ubuyjVlb5aKI5d0vnrnAZZls+ttFIgUBQ37xW1MiC23Yc9bJZsCtBnwTP+25ay+mZZmmQY9icYD+SaXcv2LLbV7kj8Okch2PVjMh7tt8c4c4GIiIohE3GOKM/woYqLlS7Hc17yRJFBjve9j3wUSWk2bqiUxJe/JCQKX/n603j8cenT+ff/9j8BAO5/ROYSf/Y5ecHb2ty2EiWf++3PAQB+YOP7AQAXXr1g49f2psyrf+/XRWR046jMr7/wuS+ity/VHY0lGfuffOIpAMAjjz4IAKiUS7bKI1qnNMa3SW9P+VUpKTRhagtkVjpyPt9WE5/eW+C6XQ9X+ozZfP68UC7MhPONhbKP/r7MB1wpsMFHH5M5zeZEnv2rL3WwwEoU05xMNcldbweDZqawwgorrLDCCiussMIKK+w17C1Feowx8IPA4geTUd9md5QBp1SWN8s6WZsmk7EVgVvfEEYerf3Vt2FBQRT9yWZ+S5BnLpUON5mqz55edjIJLWWqZluyTAVAWYM4HqFMMVN9Y+5RyK5Sq2PCuk2lxR6SqSgj88f2zi6uXr2mFwQAcPjocf7t8hqU7PXQbFW9KchCg4jRtatXMSLSo8iCClFpstb3S/A1u8PrkJCtZkLaQ80GTa+XW54Znv/uQFuSIu324Ci7mFeFcZRpjJ+BZLI32C9TqgTY7cr13+9SNIz3sML7YqI9wJP7GLQke33HYw8DALbPCn3kpDvAoUOyjN6QEX2qZIU7PXjMMGo97+EF0qYHmin3USNDyoisgMqsVa2UcOdx6UV6+FobAPBfnhK6yS4zRBvLJWy05DjMHOWxzcgax0KrGZnCbBY8pgBvFNpnQRmQ2wN5XnpdedZG49BSbat7aRZYKd8Dz8NCgwJr9N2l5RYAYMznuRtGmPTkOQvcgUXIDrQZUvZr7XcU2v7IlMiaMjrlPT3GZn+1h0Vr+xX1yJIYEe+bMt3a/hZFSsKJRWh0H6VSjvAAEpM0q66xOQxnUbzxeIwqEZ4K+wcURRkPR7ZHTtHqeTS+Ui5jSARemStHjJNlbs/zAvvvfk/qwB2ydQ15zkma5jIAtdm+0ZwhLrP+rFnyUJk69Ti9fFi9DmWzdFm4pSzLMqRpZpnv0jSz6KT6g15P7e/y/cBmzJeXJV4usZfywqvSh/Dss8/g6Lp8V6+wJ5Zob6KU01liqxgc9hgo0lLzczrpgMEs5LOk7MM1yhKUMmBM9Kc/JhrEfXhuZnsNdf+HGuIPixXZxzDM4BE1SomMf/v3/BAA4Etf+BMAwMsvPmevw9qyxN+lRfns98XHMxisHzsJAPjBv/nfAwDuvPshnp8cc4opNlboXAa0fI6kfXpWbzibnT9JdY78K47jd3J775sy4wLlWoZzr8gYVa0ZLCxITHN5XzfWyQDIfp3nn7+CAfvJFFGsN8WHPV7Hb0OCMvtMIns95R+Dk0RK7r3fsgwqGqfU5k98URjXOsM+JmQIPvPqBQDAbfdKH1B7vy3rTEIba0fD2Tmi4wAVPl+ZjW1Kty3brTeq2LosaNad90gPzx92pZriGoVNl5YWbb+Rop7dD3wCAND4vc8BAIKz2zDszzEDWeixgazz5xQXnWwcxYVdQW1LRMU8Dtst0lyXDOAa9i9F8nnmmizk1RhXvQTlQGL04+s1fK702nhOgfQUVlhhhRVWWGGFFVZYYQfa3nqkx/ftm5bjBTYjqG+0EaktNCvd6XRsdkGzeDFrw9Myi2gR5MukmvFkn8pUXbqCGprdiFl7q8wYw2GClL1FWttaJTNPGitjkQfDDSljlWE2ahJO4JN1ShmBSuzTUbG98WiEYZ/aRK0WAKDbk6yCZrwcx1jUpkYNAyuqpgxKaWqvmRV2tdlbrc9PrfjgaERRKFvL/M2lbMwtkKLM0hRxfwBf/atcg2FGW/MExpXfllcly7iyVMeZc1Jfeu6i1MreeaegfA32JLi1GJnLNIYj26uzT+3U3ScAABdfvIjtfblndZ/oHO9zT+9d7KPOnh7Noqs2habsev0J4kiORwmkjp2Wfbiua+vF7z8px/b0RTnW7Svii/cdW0aZWatoMpq9QEz9JRngeKxB5k+apYyTMY9vZJGm3Z02AKBDjn2tf3YcY+NAziDIvhSeT5gk2G2rdtdsT96AbXRb+wOMyXg3CkOM5/RpDqJlWSaxbqqPJ+8jmaVkcqZ6IXPmPF5LXneNFwaZ7SEos+a8anV7FAFObTZ5QrRDb1/Sk3hXrtaoWwMMGec0BtWImEsPjMS3Pn2lT/R8f2/fHveAcVMzmipOXalWUdJj43kpg5ci2SYxts9HjzUKqbfBGD0JJxbxslpb2hNq0a0QxpllvnNsDwizj75vdatU/HLepnsjvtlY/E6zLMusjt4kDm0frjHs+WK8MTbbnVgtPl0WRFZ6KtbdG8JtyP3bTyROLS6Iv05G9OkoA4isuER6VPekSrbALI2loQZAKeB91b5c7cOJjUVRK2Xxpc6Q2WnHtaxrAdGcsiu/LTRlLuNFiUWpFfF68JH3ynHUhAns6sUztpW2XpPzuHTuMgAg6imzLXDyjnsAAPc9IJpVuXahXkMbEuy1s9eQ5jhO3h8dzzK3ejPivJxD+Qe/p8e4CcxCD5UG0fEUGPTknjllucFLZG+r85oPX9mFoaafPskjCml/hGLPt40jaM2Nzn/Hifxrm7pUk8aCbarVmKcMvWcvSiXG3ffdYVHn0VR/OTDVP5hkVo8qF9hhb2O5hDWKkWqlxAvPC5OrokILiy1sXhCfazVl/lmiRtSzz74EALjzvjttb2/IuNc/JIxvnccFHVo9959tA5PhFGJ5T/5+pC7H85+9ywjYf7M/FJ9bW6FQOp+b0TiBXxb/bC1wHsbKm3pARH7dx6UrMuZcGQToa+PUDeytfelxDEqlEkYcQPygZAelXKlZBwvST04mNigqra+r5W06wYoTu34SK83v7HbjMLIN/9pkqvtQG4+GSGLZlw70jqnwWFWR20GFg7WWHWlDLByDRKkweR49ClReviRQZDIZY7XBMiMK8oUsUdrbFYrhUrmEel0erL09aZAbk7ra4+Q7y4ABKQsVZlSRKlvmhiwnOcj0UZsNbhneHF3BlPbhgbcsSxGFITxOwJz6EPBIMmFVi+X+Vll2eHR9AS++LGWLL7wqEPCp49JQu7ImpWSNZgMwLJPJ5N5pv93GCQkYW2cv4swr4gd1QrTLLS35JMxeCuByolZWEg2qPIcZA9Aoti8MJdvEyzKHNLUvHFVOHN91XF7e9gfiQ8u1khUAU6s0OWGw1K4uvBL/rc8tSRsmYzm//d19XLkqL4E6sVaf1EljbzSxdPR6jDpg6wSk7HtTZCWyTFcHIztxyazI63AS5ZP+A2xpkmLQ76PK0i2D/KXHYTLGChzTH5IosWWIqb4R816Elmo5tCUWWtYxUVFnbsdzTf5SAd2MvnxL/Bz0hzY+KbWzTvh6bDzvdbs2SVRmeXOP5RTtTgcJXwq6nOjubMvzsbS8Yo+vz7JkffnRGK0xsd/vo89YrFIFmpCyItWjoR1/tNrS5eRBS/siRFPjhr60OzOfWZpadXMl+MgJEfLm+luK3CATX804ZzHGycd6+qBeG3Umz/Omyq30pV4+n+FELaj6CCngqCQD73mPCDGef1nG3DOX26hVOYmNZyUxKhXSS5vU7jdKNTHIFxzSD4/i1CZXNbY6VvA8RcDytrKr5WT0W5IUJCaPb2WO7xtHpLRpaVVK97/yxH9F4EgM3doSIpprV2UO4FCcN/MDhJEmc5XuW2My7L6tQLu9hjOLSHmbPq6WDGmWJEpechj34+jAv6A7rkF10YFfE5/aPJdhsSUxoEru8dOnhTyioQntXooLVzkW8TJ6TIh/hIKk1UkKrbjydfxi0nvv4XfLOlkGh/NXj8/GNZJ4Xb0mCcwPfNtj6LYlDmrS25ujHTcwOHmb+NUuyYwcFect+XDon49926MAgEsX5IVqNJBzWDm0jBe+/gI3KQd9+LAQNr3worz0jIYjmzgdKUENWyn2PvhxAMDCH/wJShdk/xlDpiNhGu8byDP2lUaKPcbYjuHcmWX5Y1KEe34GdgxgoqXWFdn3mMQIzYVFNHzZ+Nbufj6u3cCK8rbCCiussMIKK6ywwgor7EDbW4r0ZFmGKIoxHGq5jEGJWVr9DPgZhnmDrS1HU4pLfzZ7FkWxhQP1O/3UjHaSpTYrbjQbaaFahf7KyLiez1IIpZx2iXWXS2Uk2hhI1EQzhoN+HxHf1EcjyZgqMUKJwkmVagtD/rvUlGyPYi9t0lHDGCSr9qIBAHZ2d2a26/llW+63sy3ZAKV51ax5luVZTM1MGZv8efMZm2naylvjPdkAjoOUPuiMx0CFFOqW0ICZE2av1w+1EBBR2e9IWuK5lySDcvSoUD/fUa/Br0u2Dlp+w+xKlejf+skNDIlgaDmmooyOCkgGAcDsSMBnYYElHi7vfYAEZZZgOCzlGDF7nrguOiQR0GOtctt3LAucbZIEYzZMKiITE6NWX3KDAKNYqVbZpBmJf/aZxd/ZaVsyAksRrI3fXu6b2vytv03YJFoh8jpyYvj6DFnhSPm7XuVnrYwhkZ44zQ58KQbAEtbJBBVLd58/1x59xMw10xvjXNfkrCWxWjLm+74V+vQsQs6Sgpqq6qW2JEJjujNUoWWlrq6izGdESRNGo30eh+y7sdCER3HTHkvgdhnvev2epSnWuLa8KsGxVBEfbjYX0FwQ1Fx9rD+QLKFSYJeCRZu9VsRolJHsgOiSgYsB0V0lwVAkK51Kk6v/x3Plxfn1NdfRhbvuLAlDmtwCJBtTlkGQh1yiIgaU3t7kBBtAXn5oHGPRHzOHQJw8fbusk3Sxd1ZQn82OXNNHF2VcbbOZ3L1mkCWKBun8QO6VlnNWvLwMOPOUopl+z3K1scnQqMs29/v0c0uR72GRJVEElSzCnhF9L/kBJioeTR9WP1lbl5Kjj338o3j6y58HAOzsig+vHpZlF1alYuDR9z+O2+96mNdMKznA81KfTCyF+nTJ27QZAImKQs8L907HTi2PdT0c9JDquRnWFlKcfJ/Eus8NM7Q7WlpFsiAS/GTs4L+63bVjtJID3MY55t1jopgpEKjqBfe195CUKI7W5b7W0hhakZ1xbDvz6jlZhmWRi80Grl0QkgEtwbU044w/a+uruJs055//wz+TDaayTBAEdk65tLoIAGjyfAY9iaeHDq9gzLnPflvi8YmTUonye7/zOQDA1rUdNBdkPUVVlFCoc0gEUfc/8CjWNn9PjpHXKpvI58q2XNNH/AR/tkt0ncuwqMmSFKS+i5Tf+YnE8y8/J2NIXOH8qbqJwyUiTm6G9HVqkm6FGWxhhRVWWGGFFVZYYYUVdgvbW0xk4MAPAputCYKSpaa2r7+Wqo/ZHmQ5pTRfATWDoY37nuvZLI0VI9VMmtazu+5U9m22ETUgmuN7nt2/JlCGRGoazMTHSYpQ6y65bc0WpWlqe28GzDQ6fOM8xCyNgwwLpN0c8rX+wsWLAIAOyQ46nQ4uXRYKY82g6vYUVUqz/DpoD88+s+v1Wp3rDux11WzraMS356m6dM32zpMUTIsZTv/7wJsBjOfYmuhsMoZJmGpwldCAWUpmKxcXmyix9jsiSvHKOek92HhWKBlXlhexzKyO1osrSYFXFf86cvsdmBB92WItt9a+G6Ihvu9aEc5EST2Yv5hMFE1JLTHGeLLLY2eqqVSzPUAT9na4vK8trQuehAjpy9qUrRSuGdOCrje2dJUJqd01o9reE1/e3e/bngxFYfQZS5kBHUcJfF+pX4mCMi2WUxBPEPdlPaWmVTR3wOypE5Rs7f9kElrx34NsxnFQqVQtmhPFke3lCSgUqkiEM5WmrWrPC2NXZvuA6GNBCWWL+jBO2n5Cua79btf2ErRakjUsad8OCS6ETIXIJe97vS4ZQqV6Ho3GU6QsJIlh/G7v72PEGLhLEed2V0kSZF+e59nzseQCPFcVkw78Mmo1UgCzF6hLsgWtKhiNR5a+2lgELORxsVc0SSxJjpIb6G/TVNoqFaDnEZHSVmnEYYDrlKIPsBkKv8a8nkEQ2Ax1SrRBEcWglPegqT/o2O2TAOaH/+aPAABefO4B/MxP/98BAFki927/msQ7FTes1krwmHkfa8bZaKCTT89zMWQcCVUiQGOQ9hK7rp1XqECvIjaPPfoQ9i5LH0SrLNvsEDUMKCOwtFDHzr6M40eOSOZ8kb6oFS7Vxjq2LgjK+cGPfjcA4J6HpPeitSzii8eOnc7nAYxx+sw7HJ88L0e6E9tLaRt+7DUNSrPPtNq0iKxd71boQUsBDA1KJJE4fHyIrS+z6qAqfnltU8b1K5R76PXCfP5KWuoPcGbd6JHowsAuMyIKvvO4kFCEKlUSR8iM9mfLdp59TnxK+3BK5RK2dwTlyOb6uBSSW1hZxOJqi7+ZqV9YuaTit7z3VZIiDdkjvrR0G2oV8cc2yYeOs+e4Fii5xiXccddJuWQ6P1cWG44TW+/7EBb/9AnZ78UeT57+yp6nR7wUpxblunZ5zeKYZCUDuS6nTpcxukZ5mJF89js8vZ7MUdLyGJsrnr0e8eu4aoH0FFZYYYUVVlhhhRVWWGEH2t5SpMd1HNSqDTjr8gY3HPRtpiG1jCmaLdMenZzKWTNqVohPkR4vgRXfnMvCKduZ63k58wqPR/sINAHqB4F9e9Z+Hd2nZvcw1d+iWTzbR5Sl6FCMdNBrAwBWViQTVLY196llBuoQ4ZmwT6fGDOg4jHDxEn9jJl5rzTXr7ziOrb9VMTfNTqownzGOpcfWTI5lKirnfVLz1z4HfHKhMpstOuhFvZBrFUaR9M4ASCchXGYoM3/2OmhmfKHVsP01MbM9dVJe725JWuLpr7+EYxTabZD1TXsxmhTfC+oxaqRqXFaWQmYss1j7ARIkmsHmMTqNOo+djFtuzm6ox6oZcyQehsr2xqym4WeL/KyD/siyIZXI6BYT4TGe9tCULMqSkkFJs+baS+d5jj1uTRhqAXmPtJ77/RAVZlWrgVLYs3+HWd9qybO02OrLu+x9miTMXFUyixQ5josDX4AOubeul4uThpM4p7XXzBuvg+frM5+zXc6LcGaWjj8CsU0kqSJ7SjEs96RSrebCoWSWUog8SXJUT+OsUpsquqTiveFkgr29NgBge0f6EyeMYdWgBG9JMtwu45z2SSoK7nme9TdFdpRtrUoENYpCi2irAKrtdeL3vW4Pk3HIbcs+lKltWhBb+5/iOYYgve6yXDaz3oFXdXwDE7mKwKIFcZLaPllF5xT9VireWrUCY/t95FPHqhqrGU6cuhuxkfu5usY4maiwsezrwQduQ8WTf3/la2cBTPWpaZ+k59iGV0WXFU33KLh71x0n8cLLRO3XxSc/9onvAAB8z1/9bvzqv/mfAQB1V44/4rne9x4RbRzsX8UwPCfbuvsuXhg9d/lz7fBJhBS+vvfdj8nxPyKf2vuUIZuio9cxWjuDp9AcZZhzZnPbdgw3+bkq0psza+o6ud/K3ONgx9QUDnpZGQPqIOwhQWNRznlIyvBNRxDnl1/mXG8YWqr+w2Rre7dKSfB71zVW5HuPzGqjO6UvTcezMEygusYqEr15VZhgN5YEEfR8FzErJg5NsVcCwDpZYuE6WFySHseHH7oPALC4IM9LrXQCTaKKNfYXf+SjHwCQz0UOra3gv/+Rvw4AWFmTqqQW6a3/p//p78j2lhbg215f2W3C40o5Z+1vnMbeux6QY9sWxEdFSs044/cTfGxNfG+7Lhtq+XLs1VDifblUw5OXz8l1IVLuurIOVT0QewCJR+H7AbJMR6/rrUB6CiussMIKK6ywwgorrLADbW85e1uSxKixj8fzvbwHh0kzRXVyZMKx2ccJ9WwUdYmYzSuVynlGLp5l1KlmZOYxxmYxNHvkquYKsxee5yNVRTLboyB/jrhvN4ltaautN+Z2t7c20etKFqBFDvYSs/1agxuGE7Q7kiFQDR8VZjx24iQAYHF51bLLnD0rmSmtsdUsqR8Elj2o32eNe1ne3BtNeVOuVKrodOR4YtXliHJmN3tdbDZNs07av6PZzSzvC3CcA9/Xk6YpRuMRfNvYNYJDNA5lJZznb8yINRcaaDTkXrfIGFWvyPVUnYann3sFw7Egb/fdI1meBd4rh5lLpBkqZPXTnpo4m81A+p5jhfAM71GJNbgOWQeROdhn7e9kTF+OSJIfZOgNyU41kk/VlgjqZCuMYwzpc0Oe+2aPGUze/iOHGlYA1Ff+fF4PZStMXWOThYvcdqRMbzyfJAWqgTd9Oa2PKRrUGYxRL1PQlbXVyjyktfNNk5+/5zm3AtCDLM1Eg0w12xzXIjKKMujfuW5RZsU7qxWJjwQpc1HOOEJMtMYls5r6ny4TBN6UKK02VdobCEDii2rljIneqC6Lxr1JGGJr65o9NgBo8BlqlHyLHjqsCqg3BCXttPd5rLFFjbS3IXGY9ef2fL9kEad0Ln5p32ZmYCsPtIdSteG052g8HllUTFElPR8dR5Iksdc+my8vsHYLOOeUGWPguo7V+HIdk7OMal8KH9jAz7Xo5isM9HJqJUijsYi/9oM/DAC48vKfAwCuvfI1AMBeX+7P0nCIhx+SnoSX2WdZ6oq/rC6R3c930BnKeKxiiY2KxJLFZcmgf/r/9BP4f/+v/y8AwH0PPAgA+Kvf898BANbXl3DfvYLedLfOAQBG1NJ57HFBg84+82eIBm0AwMqKMHpapJ7nd+jIMdz1bhEsPXryFM9dLyKfvymkdh5tVITTGGO1Cm3Vizs73cuy1OpQ5ex4ivxw7M9ge88ypAd+7M9SIBpnWGc1UvlihmZ5Vq+pTxQomULM9LK8m+PeMplPPW27cTKEjMM7H5IerYzzYG0vC+Mor7bh/fjkJ6WvS/tlfN/Fe79NdH3uf1jY31T76n3fIX7jui6q1Jk8/t99guuxP9NzcTt7cfRe3nX/7TwOxkpjcOftwiboc05YhpzzxiEZL8puCqfPXuFIzjUiOu4oyzIyjNkLlKyRSfG8LGuGRFP7GR68Isv/0W0yR779lBzf7ccEZXqmu4NRh73+iaxXXZN7MVYgfZJgRKHgkRnZKpcb2Vv60gNIM6u+6FRqdcR8yensy8QlCmebQj3fswOZinjmtJey7CScIJsjMNBAquVpnufZ0i4dCPVlxZt6GdIKBQ0YKUU9Y+4zHI4wIYynTa4q9NfZ30WVjbxKF6ulEwM6xKDfx+aWQJadbhsA0FqWm7vIUrhao4XNLWlmrO+IY+1RZCrkJDNLM9v8OGajcBL3eQ20YbiOZZZNqaCfHrM+XHKdZwVL5y3DVDO0Y+z1O6iWZRkmkxAjLZWKU3i8rw4nYyhp05yqBzdx92kRmDt/fps/yb1fX5MXm3LZwwpLdeoNebEpKZEHB1qnXEGtIctvn5cSx5gN3yU2RyMKkcG1ywOA74sveCX118ySFUQxfY8lbHvtrlVsXqhoaSQhdpbmOZkHX8V/eR5DPlsDHk+WhlatvF5WAWG+0MQ5TXWoQsGqhk7fK/H6Vlu+HTXKJW0eZikAJy6jBBiOGRu47AKbTUMeZ6c/huvphFz1rw+2pVmK0WgIz5MXAeO7NvHDXlh4SvEPjVtRrnqvJayZJn50wpla8hNnjqJZy8ziJLUlN0pKkecCpoQneb8CW2osn0odvbe3ixpJCZr6PGhz7HAIV9XE+VuDSYHhSMaMfr9rRVX1Ny1/0tKp4aBniRQ8S7Kgx8rJTL9nqbbrfAY10mn8E7Ia2Zd+apmzXlPjmDdRBpzhVnrxyTL5T6/VaDTBQlN9lj6UaHJHX3Rce2+sD8ZavivPtx8E+OQn5cXj1ZfvBgD8u/+f+FX4nFD7dra7eP5FickJ44rG5KOHxE92d3u2HKzGROXSovx21z338PNe/NAPf0r+fZe84Bw6tMHjmiBL5DnbudblPmTieOzUaQDAsLuLV576AgCgQh/MFSVJfd1o4Lu+l6VFK4d4riwr5RpOkJMy6W9q06KivlHim9lYqJPszEz9eypJIYfDBAEyGEu44R748vYwBK6cz/DuB8Q/vjoa2jLvfb7s7OzIuNobMCYkGZq8D+9hGsjT3Khe3zTD3obMxUaPPAQAKOkLqs5HoxAOM4oBEz1rdYpG8yUq6+2iqe0ekcQ/JT6KxvJZQ4oq43CVx1NWgegkgsc5IJSASxO6TBx5cYgyy9UrnPdWtGweSgRi4PI3T8lwOA+GlszHCYySvTDZHlbpk7x23hg4ti3b/ND98rzsMc4/f07EhUtVDy0mo7oD7os+WeY8bBCmtpw1zV6fc6MobyussMIKK6ywwgorrLDCDrS9teVtkAyiZnvKbhWpqmIxj+GyPCUmejGZTGzjqZZHaMYx0WXjGCkRkAnfYhXKtYhNmuZNf0pFzKSFpTl1HFvOoCVfWmZmmDWBkyEFm12Zaex1BRYfDUcWRtTswGi/LcfIv9vtfeztCXrjk/5viU1qCuuncYYloj/uq8yGs+F4tCMIUBRF9jx0n5p5NLx2w0HPloLU6iyZYpZAyROiZJradxbBybM+jr0eaXrdYgfOsixDEse28T/c78IlAtJkRhpLquYm16jaaKDVEj/tduXz9EnJXDQoHLq+uoIGCQcqbLBWf7epiWoFLsUfa6RJD5XqklS9QeChXGKJKH3I9TVzyM3UGliVJCRqdUEAr2yyDDKaYHmRMDWzgIpWQssf0wQZUU49tmWK79UrckALdR9jlklNmN3psByNrN0Yxym6Q6VHZ/nPXIlEOXBtOZyWtykhwQqvXZQkCHlscaZoEv+m/w6iEEkWcpslm9U90JZliOPIlrD4vm/RchPMitbZpuUsswQvikTr9S6rWHQ5sPTCRmMp43aPflirVi0y7jpKg1rWAwNA2mzGkX6vP7P+1tXLcsyOwdphQUkVvY4Yn4YmL1OsEn2pW8RHYtuli+cxGvDZ8Gez20rbXas3bBmblklrzk+Ra8dxLEmCoucuS+L0OfV939JaK+o+YYbU5sM99wYh0sx8GpPdUtwGWZYinEysb9brNVse7k6JFAOAT5QhDCf2GikJhzbYW4II5IREd971LgDA8dtFuLPy5Wflsxlgb1/G6DHvFfkqLOlMrVbF4gIbsFny22/LsgtLIrZYKlfwgQ9+CMCU6KxKByTGyhm0WQlSSvVZEn8NKg1b3pcquQcz+p7n2+2eOHFi9hy1xt7kz7NnS1ZzOu3p6wMAUahlpLNyABoHDPJ5jpq6ZJrOIj+y3sEf/E2WwiQhrl2Q67K25GFQluu4zCb6ZF+uwb5KJTgubqd/HmEVBHj9Ul6/yHFQWpFt3v6CNPUHz3GuyTmZF47hsqTdUSIVJethxUM2iQD616jH+DNQwiOSfLgZApJy1FWlgtMM38lg6PN2yGdJQEoRXqR5SWWN096AjAE6JUhcx86JTKLjClenu4ZpTnKQlui79MVJRT7L3RRpl+WkmTwvX90RhFarBY6U6+jvy8E2SW894DHvEX0rNxysNmX5wSDB5usAkgXSU1hhhRVWWGGFFVZYYYUdaHtre3oyERrV7IJkGti8yFrq4UAyMkoAEEWRfe1U1CbSpllm7LzAz/tamEnxtX9Hm2+zFBH7e9S0/tVXnkBj8tpWm5GTz4k2bHsu6nUSBTBb7/nSb7Ozt4/9ziUAQJ9U0Zp58ZmBnEzGNldy4qQ0kDWZwRxrr0SWocZ6+pUVQYG2t6UmWbM20XiCIesigxJrKz3tq9Aac6BLwVKPSIASIeh5lYKyPZ75JkWtNU3TzPYAJUlywHM9kstKksQ26e9d3UK6KX5ZsT00bAAl7aMfeDh8WGp21Z8Orch9XWzJZ6vVtIhdjb1BtrNCa7MDD5VD6wCA5pb0Ye3ymdDsnnFdm33X+6q173oPA9+HtyD71WfL+HLsCwsjeEoJb+vomYmJNHMIq/Cl/Qz1qmQym46ce5pm6JLOekCxvl3+XSPpQH8cYX+gQsPsnWAGcro8vMmm4QWSFCw3JOvT5D791IHHrlAVKNsnghQw2zoJY6ROXgOd3ApiepDscGJr+R0baywVMO/x9DKaXdd+H8f2NWo22Vg69gnjUsyGVU3lReEYFd7nCok0QqPCqPJ3UAoswrJHOuq9Help9JndPrRxRETzAMT0v5Q9Os3WAqpEq7WXyPZtMsNYKZcx7JIchp+KGA1d2XccxxYJV1RzyMqBgP1wYTTBaKR9OhS+JUmGFS01LgKOTVA5AEZE7Zd0Uy+nw56PqbeQzuO0pWmKwaCPoRXsLFlkRwlz9Nr7lshgWmBTY5EiPHJdR/0eGiQN0kv9oQ8LcYBKOVw59zTOvvSiHEci/uGwciOe6PzAWCTEZY9R64hA5feQdtd1HbhEc5I5OQDH8XDHI4ICjT3xp8Prsn6F1QGtlUO4/3FpLG8eOmK3KdvBzDnINuW3Nvt5tWojKJWmenAUaZru0QUAM/VMz1at6ACepinibLayRX/Uv2cFnqcUNg+olSsG997vIOvKsw3XQeTINV3akGt1KJVrcP7PSNk8Bm4v8TpF6k/8k726Ew9YOiNkLfWt/wwg739UAgEkqV3RcDvRmHT6BKfjGPb+sagBCVEPBfnKJYOA2ywR7fcbXKYCW+Lk8lFK47xPR/aR2X0oaZGvx6rEDGFqabr1idRzjnl9BlGGiPtyeKyGPUbphMsEBn3u9/dfkR6eHbcFAAhVbHi0j4XDRHi6EvsbSzy+UO7B2nEHfRVmD19fIaBAegorrLDCCiussMIKK6ywA21vOWX1JAwReEqLmCKKZimqLQ20zZ5FNtPskvEkiZOZ7Y5HY1sbqwxtWreaQrcb29/0NdZmQJWZx3VzZIj70BdGS//qOsigNbKS9Vki69rxKMILzz0HANinCGUYjrgv1iQuNHH4qNTsLi5J344iNL4yVu3t2/3ViAxUiQzs7zN7iwzKbjghymXY+6RH7ftBnn3kNVch1XSeUhXAHKHT9D/yGuY5tpgDaVmGJE4Qs/57b7uDbCQ9A0vMKi6yN8fYXhQXy8uLAACH/tGoScZPexDcUsn2PFghQ6XPIVsKEhcOkaEa2XtCslyNfdLohqHtVdC61zxTONWfZZStSpZpNIlSeQ4mZIMZMzuSYlaUF8a1dMSakSr5s/X0e70xtjqSgnIsHTAzs0pLnWSoltl7x+fNS6YyShA2t84wmlkmnT4PAM1agAUyuOjJxomcQ6ACg1GCSNFgOLdEz4RSAatIaIoMUTpLpZ8wUKir+YGXZ5hV9HGu3zFNUxt3lQGzw5imdLbNZg2jkbJsEv1wZuvUjXHQJW3+iNT6GtNWiWguLC5b5ElF+VQ00tiRQChdgVy8MmRsi+II/hyT5bWrgrjXGy1+P0aHvUT9Puvl41kB6lq9aRFc7dMZ9BUpIntnOLHipCp8qsiT9kBFUWhjejbVR3Urm+M4qFTKdgwOSr5FEJXVr2LZApWOOcqrQubYytQrkiS+jlHs9OnbAADHjgldbq/fwW/9+i8DAM5c/AUAwOqG+N7GIdnn/s4udvviO9/2sY8AAL7vk38DAHDf/fcDkHtoqXDnAA9jHNx9/yOy/EPvkeOnPyhievzUbThyXGio/SDvEZu17Dqmutbykt0/IM+oFSrNZqs8gJyePp3r1XXm0EeTmSmEZxZ1s31E0yLP6S3gw64DLNTQ26M46OYECSsMrrHXa+E2mWd90Mj87Yk/3kKVdMnaL5M62svDax0DLmmaHcZPJy8wAkBUTd2Lny6nBV6kY15mf9OGmfxW8RnJ8livw7mjDexePm/U7aS890r/HMVT29Sxn8VV1NLFOMnZQWMFqng8If1rOLQEcVAfdNO8pxEAUg94io1HwYb4eZNj0wvX5Pl59WwXPvuIKzzHVB+bEfurLqYY8uKtO4AKINzICqSnsMIKK6ywwgorrLDCCjvQ9pYjPXEYwagAVpaz64zJWqF1tYpQxHFsM2tLy5IxV72eIGOfihkDNvNDBEOFz7QWOIpsrXCeGZqtX3WMgzjVjHMyvYjNGidJCk2qKAuVZu3X1w6jVpW62zNnXgEAbFMfZ0IO9cXFFg4fOc79zoqBpmkuqNfpdO3+gJxVSbNi41Eukqfrj5klLbE+Pk0TKwCYxMw6aWZX+6KmO3ReI5Ezm0k72DW9gGTJxuMxEvaeRKnBiIwp7bPCLFJdlvtcIXqSpYmtIS+z5t8y+TG1UoaBq6kSzQDnqrzyaVyg2pJtHyGLD31Bs5xJFFrESDPktpLb9qSlOZuURemIUPp+LhAZKWsiM6iaZUwSK5hXKamfyl72uvL8tQehzfI46qf+rK5GrZyHGEV/VIh0wv6NGBmGTDO1ifgo+6FmrDzXAcgA47OHp1rKhfgAEUQdsl8jipPrRCgPooluzMjGvUq1ZoWQtbcsJUrhB3n809ijZmw9t8YFA82J6XcjoijVKsV3Gy1E7L3RnpcgYs8DM9njcWh7ebR/aHVNmNqa1NQJAt8mkbVPUpkskyS2vUjpOJs9L9WJ8H1Ua9S9Itqt/q1aQGmWWYRIz6NP0WA9v82tbTQpFqz7V1PWrzRN0O117RUC8kx+qSTXfTIZ5dUJisRy2VwU+vXrzg+aZVmGKIrt+ANktvdMr4P2XGm/I2BszFIEQuOKjrmt5dU8Lmo1hq/ManI/ypUaPvAh6fN56utnAAB/61N/W/ZVkWP46lf+DL/6a78DAPibn/o0AODuu0WLZ5rJTH1uWg9H/pHZcVerV0LqinX3BXUsVUooUwxY109viJ7cWIPH/mqMRQfsc6wFA1NOlV87zCxjWVmnx3Wd58ydn+O6+Yh/wDV6AMA1DlpuFfV1mWt+fesSRgPq1AnZJE4syvj+8AcEtXvyax20t1U/RpbRzmdHi5JcILFoGr/TOYDuPEMOQxCZ0dtrRbtTY8d6ZTFVhrSqivymBhmfE9vGRcQoGzpWA49TGgw5BxhoVVRoENuyALJ7Klktvx4lwFhleXhAI/070z6kDL2JVlypz8kyEcfyqyWDM6cEMUtLMge6uCsxe5O+uNdOscjlG5ZxWcaXkl7n1EOJ84lmw6js4Q3tLRYnzUiFywawqZIzK0LGBz0eqQhnLmaqkHa/J43dVscuSSy861gxM4V5eUfiKXVnvQHW+3JnVOgvV9TOm38BaYDUZWzAMnkJQ40Hdffd9wEATp4SqF3LNqI4L31Q6lQtpdCXF9cx+UtfpKJ/pPjjZLfv9KZK1PLrC+Q0mI7jWJHUCcvsXGKq0zrOKvRkzI1H4emG0lvB0jRFvz/GZCD35ezZTayx8W5VX9K3pCG2dFh8MSm59kZ4rgqEUpnY8CXI869vGNcBKM0DoPHp2E0KcC1I2Zx2DibhxJY3qKidOqW+iJs0B3Ez4tg6YfB8BwHxYW1UTRhtSyypGHSGMIx0AV8u9tlNucOXnnGU2uCsgdRnkNTJQdl3EbAEUEuWtIRKGx4ncYIRy+wu7vR5WvLbFqk6J3GCtUUSMdQ5mVEeTiUbSVLb3XnwW27FMmRIkgRJLPHFdVwb+1wtDWLlmcdSGtfzcgr6uVJhvZau59nROI5yUVMgn+Qb17MvGYb3NGJZW68rx5OmiZ2wqrL9Agk2SoGKRRsbyzCXkMqQU0PrhE7L0UYDksXAwGXpY7m2yP2yxIIkCv1+H4tWrZ5kMErUwRI2x3Fw7ZoURlS1VJjHo2KnURzZ69ujuLQtLZquLLWirTph1nLWdHbZW8SMMSiVy1ZKIgzjqfFOY5i+eCf2U6/1/Bink/MMWU6tP/fE2yZ8k+L06TsAAD/2d/5HAMApqr5r6e+JU3fiwXd/UP594hiAPF7aeYNxbXLI5RxG47BxHTtX0ERuaVniVF72GOVJx1SJgWZfnoxx7P50fqB01jon8Dw/F1q3Y46Wveu5p1MuNrcP5Pua98NsSppDtpdNJX4zHHTHzTIPUXgI4xpLcY/6qO7L9d98Wa7/+DjFmUVzFrVWFU/vyb16nI/3ojb5T82+0/mXHDWbPcHUywrnB5YiWj7DGOBUBEMuO9CQwmX7AGJu1PGYKOTLR891MeC2u3zOBvxtyDlAJ8nQ53oBtxNoYoGfY6QY8rDHfBaShnxOeIZtP4SrgtQUEu+TKz4kwYK34uLRD7YAANdCSY4NevTpsZzYimuQ7fD4JdeMFSXr4jPeHSdYWxXfvdpJVXnjhlaUtxVWWGGFFVZYYYUVVlhhB9reYqRHLM+cTDXO2RdizeRc/6o2mVB0k9SWOR10gApLLoxCurbcLW/MTWOlytUSL5ZHlJgJn9qXJVaYQ1qyLG8QzAkW8jI1x2hjOd+Q+aarGaskSaYyp7L+7u7uzLLj0chmoIYUqbLXTBGfchn9SCm483JBICdmiKLIHptNL1hYXM/nzXGnzjTkHuxkD8IwwuXL17C/IyjOhSsdm9EekwBgRAi2SvHZqF6x158JGDieCj6y7M33LZGE+mnOFqAX1UFmWFrjMdNH3/aHUhphHB9gpiPN8XQa75NxkdkMH7ielrkBpZKWOrHZnd7vUmQ0QWaR1RFR1619ef56Y1mmUvIx4W9KgV3zFdVy7GeZSJGr9LO2xicXvI2rKorKxkTSUetnGIeWrr3ETKoiPZrlHE3i/NlMbo3yIQMDz/MRssxsPBnaMrbJnByAWpwkcJzZ8lYL8mosS2LELInV0jUt1VKx6CRJ7D0NWFKnn4r4JHGMZnOR61V4zDz2qZiopZRKLmBLfpNkKp7RF5gB75MYwfV8VCuCHlVZPqS+pSVn5XINXYpI67CnYrdaWt3r921JUbtNJJfnMySq1GguoNFozhyH/qble2maXkcp7FjRSAq9pqkdow58QAXL28IQfo2isW7ewB9OlGxHBTZzdMeiLXTX6bEWkFh7HUmEIpT0pdFwhGZLUsR33CmVFxbh5jyjVCrjxHEpJ1ZkZV7cOE0zO5/wLHGLlhPnz8ckVIIGno8Kj7ruFNKjhEI6aPDDycmYjGEJM9dR4V05xetYh/inxtZ8vXSuesVWw5jMzrPyskM91xwd0k1Klc4B91XjIPHK2Azl+X/oxGEkRyXefSk9CwC4+kwbAPDH7ZcBAP3hyDbO/2eKbn6Cdd+HqNXcLAFlVkH4SgikzfxEXiJj0CfJT5/xYkREZEwH2XOBDpff0ZJ7loZPlJjLGDgtlt0TTe+quKlfRsD4vXNFhO5Tkmwdv6cFALi0PUTE4z95B8m6DkvMqx8RqvU0HSOaSNwb7st6x05JnE8oBTB66hJOnZbfvKocY7ArvzWOyfmcKEcwTYnZnX05/oWqLFOO5di3roToEP0pr8kzVVpQSQzOwZMMSZ2IaDd83Yj6ppCedruNH/iBH8Ddd9+Ne+65B0888QT29vbw7d/+7bjjjjvw7d/+7djf338zmyqssG+ZFX5a2DvFCl8t7J1ghZ8W9k6wwk8Le7P2ppCeH//xH8d3fud34ld+5VcQhiGGwyF+6qd+Ch//+MfxEz/xE/jMZz6Dz3zmM/jpn/7p191OluX/ASJ653qKzIjZenR++qWybUqd2GZSeSPUhtTxeGLrzN05ylGtIYYBPH7nM1OsIp6R0l17Xl5bTkvm/o7jeCrLo1/mGfWUGXuHvTN67HqCruMhxmyWR7Mnm5ub9tw1Yx0yY6r19FrnmyFvYo8t4jNrURQiYEbfUnnbbI/2XnxjvQ+SnXx7Zntulp/GcYLtzTY2tyUz3B6G2Gfdan/I7G5bshzlPck2p46x11HbaQLen1ogWZdxOLFZeDWbdePfUqPKLSXKV0lEg+tmaWr7YrTP5/o7YiyyYwXFVEjPhYV/lMoyNfQvoo/GMdYHt9nDo/TUEb9v1gLbYBkwe7W2KFkkzzbhZvm+5q6LJjlHYQzwVNeXiGaxFjris94bxxgyMx8yg6uZz9RlDbDjwNcM2esV9b4N7Gb5KozcZ+2FFKpp7b1hbxn9KMsoABpGNi46ViBSs46y2TSOLFozHAnSo1lh7VmQbbN3iwi3x/4tS8mepRZNVnFojYleojEptb6WsA9OJQPCKLLZdI2BXQqQ6vH5pQDlihJ7qN/N9nmYmmvRH91/SevNlQbZTDeWy3ojIu3aD7W/t2vRnzoRH0VzRqNB/rel/ub52GEk76tw3fzaa+b/7WY3y0+NcRCUStbfwjCyRAZ+MNcTRXMckxNsJHlcku3l105jaDIhwYQ/S/LSbDXtxm0M1M7sKfRDkTod33OygBxVyRER3b8Nrnn/sCUmmiUaEpFvHft1XqCkBTnJyDxVvEt/U+TV87x8rKG/qi9Nky7k8X6WqtqKXJu84V1PQ++PHTumJweZO0Vx/faym+Wn1fICHr73O/FHT/6vAID3HF7AV6/JuHfstPhVsizX8eyTUu0xGRiLjPwxr+NTSi5APecsNFMVDkQtKkTOKfC8slJDoMQ/HPNrREEWFgWpHI8j7LUlzly8JHHw2hXx+06bFVC+g1aDaGXIypJDrBZp1JFqvzyFv8O2+NXi7UIocDlzEO0TvV4V31un0Pq+ke/TKnDsSAsAsHdBrkspk2O/yON59PG70W4L8VO7K3P1lVWe66qss1b18MKERDBV6ZtMFd0KSMBzyEGgfE8Dzpk5eWjUZSza2x6jOyQRmOPg9Wa1b+jBnU4Hf/zHf4wf/dEfBSAlWK1WC7/2a7+GT33qUwCAT33qU/jVX/3VN9pUYYV9y6zw08LeKVb4amHvBCv8tLB3ghV+Wtg3Ym+I9Jw9exarq6v4kR/5EXzta1/DI488gp/5mZ/B5uYmNjY2AADr6+sWpXg9E9rKEOXpmnBbx+vNfGqtbbVcxZi1i92OvNkqQ5pm/gwchERxtN4atkacb7UwcF0yO7mzSI2K3HlZZpEQ7b3IpmpkAel10OymZky078fzPStepusp9ekwGnG7uZiaokGlgBkErru3tzdVc6xMLrMoVxSF1zOBzTPcZBkmpAEta609s0V5xuYbzDC+TWt6b6afxkmKvc4QPbK3hWmGDn2wPyKDy4D0t/vsK6hVEDGjrvfRV6Y8+sc4CREkilKIXygioviPC2OZsDL6JTQTbTOQDjJlDdIMpk2TTvufMkZpdlTrt3MGNYWB9FmI6W9B4GKvJ+e/y09lhFE6zlEYo8y69UZNzqBZZ/Zc2ROzzD7jVnCSfhuSYtJxHdQqs2xXPreraM5me2h7IDrs81GR4PJUdtO3PWxvz8w5cHN9FRRMVArz8WhoERDt5dHYmDGT5iCv07c9BSoeB2XjS3J02VIJS7ZR7x+MY+nZA+5fM9lBoL4fIrEJ8DzLD+RoUIY8rimqpLip9kcAufBop9MGAEtT7QflqfFD+zFmGascY6wQpFJuaw9lifTaruPa/h712Wg4mdmOHKczsw9N8PuM4wZAouharLF4djwRcek8G/l2DKs3d+xPMRqNLWNqmqbImM3Wnh5F04xFSHIkRftThj3JNNea9EVjbG+s62vPo7IXwm5f0Tx3ju48Yg+jKTtTc5FZZMSyy5l8PM7Z0zSm5sLmisholYX2BjmOY/3a8bWvmH0YU2x0iq7YuZAuk2iP5QBV9sfpvGQOZILBVIzXZ3uO2ttx3Ckkh37JVXTeJKgS436a2uXeTnZz/TREHF/EUTLvNZsBok3OOzOJgwsn5L4+cttJAMD/9rOXMOgq86Bcnx0VF9Wx18kQR0TaOEQtN1jlUWV/22IJpabEEJ2vqehylYjPeHeA1or4fp+xqtOWuNhlRUapVsbR09KfNmQf4/GTIpOyurGBrR0Ri7789AsAgGsdPlNlQXMCf4SFQxLX333bKQBAwmMPkzYAoNe7ioojbJxDIkzDq/JbxSeSVQ5w91FhTfzqs88DAFJKwrxyTq7pOVPBiLHRp78P5XTQp1NXDrlwY50fyHebRHwavvZ7GiR7cq3e966Hsf1nf4bXsjdEeuI4xle/+lX82I/9GJ588knUajV85jOfmVlmGkqdt89+9rN49NFH8eijj1oe/sIKu9l2M/10OHn7TpgLe+fbzfTV6DVKWwsr7C9qN9NP9/b23opDLuwWtJvppz2WYRV2cO0NkZ6jR4/i6NGjeOyxxwAAP/ADP4DPfOYzWFtbw9WrV7GxsYGrV6/i0KFDN1z/05/+ND79aRH7WllZRhzHs4w2TBxYRIS6Ct5U342K0WmGwjKquSoA51kkRBl+fMuENuayLqBZGmaYNLto69LLBnpAmoFRtnutsy1XqjYrYzn6mQmKwuvZ0pRBRuuEo1Fka3U106g18vWavM1vb2+hRy0izU7GU5kXQNhncoagufpitSzv90m8wK4HwIpewUxlhzItYr4+mzPD3vY2tJvpp+utEoajCDF7tVIH6PE+9on4RMxWh+zxcScTjCL5t6IVHi9yn+xO04pZNluufS6K5viVPN3GjKHeoHwdx/YnqAaPrTHnXxkye5OzuT4FGNdSzGkGWrVQLLIYRmj35ZnaH8hxlFl77CvbTJyiUpZ91Mvip4q0lMv6jOVIj37mWXjx5SDwLYoThcqOpIxFzAbHKS6STU+RA11G69CjJEGe1TTfWLPaW2g301cbjQaAzMbUwC9hTJbLCrVlrK7YDHuTIhezGmi6TBzHVu8r4XOgYru5uJ6xyMp8r8OMCqf1TaLUykRJRCrNcmFK7WHMuEwUx/BU5Jc+WiZiVW+25DyrtbwvR49iDv1Os8zGa42prZawDbXbbQAi6qwCpoqOqeCk6qwFpRImZMrLEXvZ7oAohOM4Nk7n14zIPc8rzVJkGmczvC17em6mnz744IOo1apWCy6epPa51XuX95kqu6tjY4WO0ZW6jJHa21oulS2qrG6pPVu5bzs5ksLegMT2COVjt4572hczfRyAID4Bx9EJUUeNaWmaIpwo0+vU4Ip8XDbIK1h0X74nY38yxaKWWeY08DuuwnXGoxGqVUUVZ1nc8nN2p/pyZp/JXPsoy+c5uk+uoz1/WWpPg8/P2y+o3kw/PX3HMmpeD6cP3wkA2I06qDVaAIB7GyKqvLMvfSqjmP28JrX3xhDBs482r68bOHBVx6lE1EIvJfvAg7Jv0fkKexR1XuxaFsME5TIrHOgDzZZ8Dqg3Vms18fD7HwaA/z97bxpsWXaVB377zHd688t5qqysWTVoQmIySEJMNpKRmBzCCBCow4TdtOUGKwJjCKCNFMJhAQK7RdO4TDNY0AGiEbNAIEBCSKrSUEKlmrIqx5dvfnc+0+4f61v7vpdV1KSsrHyv9hdRdfPed4Z9zllnD+tb61uIaBft2TkAwMz8Ak6wj/vQ0iUAwIXPPwIAyFmvJ4BBqy3bv+pLvwEA8Acf+UPZdk0YmsoO0Iikj1y6IOPEApUZX/G1twMABis9HGotSFun5Lo2avarZGWzJMBjZ6U+T0z7nGJX2OkI23Vua4S5efYRzK1+ZEvetQ0WKQoqoJXy5S4egdbreyI85aLnwIEDOHr0KO6//37cdNNN+OAHP4hbb70Vt956K+6++268/e1vx913343Xv/71T3UoWCsvlw46BsYNBlrxejJp0ZduIv+pnaMuQDQkqNompegWTZcV6wpKg7Jgsi07Lk0M16TCIMi3JR/yZk70fvVIboKQa8IwJsmWmqwWXyZpqX1FGIUYqRgBO9eUht7pCL04OzPrQjj6vB63QNNigsY4Ce4nW4bo6XVS6ybLuvjZ9gzcmudJjnet4kraKayV+6wdWWAwIm3d44K7vOyeVZV1CfZaQNbJJ+tAFIRItZAh94s4AKkQhw1jV3ALKipQTAZvbc/lz+iyyEZYBP+4XRgzkW3nNapUsAszGpW4tCnv5JiT3kCvjx17Mw3RITU/Ny0dVKuxMzm8Ru3CSdUW3WKSplzX1i3C9Pz6/nZ4vH0zTdfGobsf2HFcCdXica5hafUraavGGMRJsk1wxbiCoyMm4QctlWjWsEAgjFS+X/YKVDhim9y9S3zWoqaXh46hnISqRTsXvU5S10SPDxG2OwUpbG0nFer1b1z8mCBAzYW56x/nFtnmiYPJhRa58GL+aZuTRhO6dUGi4Uczs7L4Wd9Yc3arN0YnoDpm5eOxux95wTBCfo/d4myMPNf7q8IFk5BA97ueQ64c1xquaJ8KAJj0O0kycTAqNKxMHZhJkrgQ8ssXRtuLmU8KiMtxrNX+ZpKwPymTwcljpUn+tPu8mEzug3rHORVFUbrjqFNV5yJxHCCMtEfaWThUD5yPx+6YkXNm7hzDjTFOrEF/dIsWfiwszk/mKdDwPzofzKRgs5sr8Diu8Pv20DUnD75TTMI5doNgEgqY509YSuT5xpW007wu8Fj/IpZWzwIA1jbXcF1DF73CVnamOclvSn+UxgEqzrFNpCFs+m7T3nLrRLvSpjoG+S6wpEOaNVwfqw5xF/KpYh1l5YSAMjrLu10Ks7CdWSNAwDlunGkBaME4Lyce78scVavnZBFUjsYoW3LMhy48JPeFYXJTfNdGQ+Dm62VhdD6XReChO2fkcBkFjyKLj3zyswCAzzwoxw4YlRm15dxHTjaQ0XGKSq4141z1AIUMNqcz5JvshylRPU1zXWLwmDHAGgvE3rt1HoPBF7HoAYCf//mfx5ve9CbkeY6TJ0/iV37lV1DXNb7t274Nv/zLv4zjx4/jfe9739M5lIfHcwZvpx67Bd5WPXYDvJ167AZ4O/V4unhai5677roLH//4xx/3+wc/+MFndDJrLcqynHhm69oVsxsygVU9ZK6BUeKoX/WkjZn4qMcJo8hJWuq2XaX6GDKWVwVspQmTTGDFTg8KMKG9lfZ1xUUpixvXlStA6hJZ3fVYV0gPjv3ZmUwYhNG2gnfSRvWeNJrS1qmZWXRYsFTvhxZMK4oNnqtyHtOnA8dmOaGIiWd4Gz0gH1YT3/ndbCuFdo2GtwFX0E4h1+nY59DA0oGWJ/S4kMpFU7wttTHOk6ZSuO5OuTAY48IR9Jkr46asXWgNUNLLrV5A59VzB9zmJeb+mtDq/MaTrXUb5/02E4ZKHXfFNgYRAIZFie5YvSUUHiBD06b3aH66gQ5lL1U6MnQhfJNzKvOgrKerp+pCV2oXvqJ33Xl2ebh9M01kTI6/RLlwTezV447LaiLBXNsdd+xaw5XsU/PxRAq9tpUL/9PwtCBksTeGalW1Rcg+UPtU7a9UMrosSxcWpwU+tbdROWkDoFRhFeexVgZZCyPWgNVQTBd8JufYJgiTBJQ6TzS8Q0LYTBC48DEXIWB2sugiuqDS0PRKu1ynSZhbWewUE9D3VYumzs7Oo9eTcUjD7dQTr9EBRVFO+sDLmEsNsyqscSzxRLjA0ZqTXbexUddqt3ql7BSQEEoNPw+CyDHa1WXsQbJNSlzDDF34JJ+ZMowSKrRzvNIb61g2EzgRF3N5/+IKnDcn7VSZ7HJnYfIoihwbpfY9kX4PdkhbA5NoEWUtkySZlMnQ/t6xldsjTHa2UQ+bOPsPHGN2eZqK9qlBGDqW7PJ+0ElyI3icLU/Yrkm6t0tHCMJrNgzkitmpsaiTEdZ6wmwcnT2C6yk4MMwfBQA0+G6fo9BRHYduHFfhEi32DTvpB1pNMjoNeY6djth5xvE0igOkDRW3IgPHQuWGbPdUJ3Gsz/qG9FUDtoNK7cgagYtiKtmuQMfaokChcvp257yi0RZhmKzqY3XtAgDgvk//GQDgwbMyhhw7JP3y55ZW8EB4GgCQj6StC8eFMW9ekm2L9RCtZJpHl/lsksnYfeoERT5MjS0j27fbfN+6ItTQLeReHGueQJDKtW5dFPGFbJ7XMxaDvPBoiaBJ1jau8WRT42tTdN3Dw8PDw8PDw8PDw+MKwdir6LpfWFhAq9XC4uLi1TrlF43l5eVd1V7guW/z6dOnsbKy8pwd//nGbrRTYPfZqrfTLx7tdhs333zz892MZ4TdZqeAt9UvFruxT/V2+nh4O702sdts9fm006u66AGAl73sZU9IQ16r2G3tBXZnm6817MZ7uNvavNvaey1iN95D3+YXJnbbPdxt7QV2Z5uvNezGe7jb2vx8tteHt3l4eHh4eHh4eHh47Gn4RY+Hh4eHh4eHh4eHx57GVV/0aBGo3YLd1l5gd7b5WsNuvIe7rc27rb3XInbjPfRtfmFit93D3dZeYHe2+VrDbryHu63Nz2d7r3pOj4eHh4eHh4eHh4eHx9WED2/z8PDw8PDw8PDw8NjT8IseDw8PDw8PDw8PD489jau26PmjP/oj3HTTTTh16hTe8Y53XK3TPiOcOXMGr3rVq3Drrbfitttuw8/+7M8CAH78x38chw8fxl133YW77roLf/AHf/A8t3SCEydO4Pbbb8ddd92Fl73sZQCAtbU1vPa1r8UNN9yA1772tVhfX3+eW7m7cK3b6m60U8Db6pWGt9PnBt5OryyudTsFdqeteju98rjWbXU32ilwjdmqvQooy9KePHnSPvTQQ3Y8Hts77rjD3nfffVfj1M8I58+ft5/4xCestdZubW3ZG264wd533332x37sx+y73vWu57l1T4zjx4/b5eXlHb/90A/9kP3pn/5pa621P/3TP21/+Id/+Plo2q7EbrDV3Win1npbvZLwdvrcwdvplcNusFNrd6eteju9stgNtrob7dTaa8tWrwrT87GPfQynTp3CyZMnkSQJvuM7vgPvf//7r8apnxEOHjyIl7zkJQCATqeDW265BefOnXueW/XM8f73vx9vfvObAQBvfvOb8bu/+7vPb4N2EXaDre4VOwW8rT5beDu9uvB2+uywG+wU2Du26u302WM32OpesVPg+bPVq7LoOXfuHI4ePeq+Hzly5Jp/UKdPn8Y999yDV7ziFQCA97znPbjjjjvwvd/7vdcUZWyMwdd+7dfipS99Kd773vcCAJaWlnDw4EEAwIEDB7C0tPR8NnFXYbfZ6m6xU8Db6pWEt9PnDt5Orxx2m50Cu8dWvZ1eWew2W90tdgpcW7bqhQyeAL1eD2984xvx7ne/G1NTU/hX/+pf4aGHHsK9996LgwcP4t/9u3/3fDfR4a//+q/xyU9+En/4h3+IX/iFX8Bf/dVf7fi7MQbGmOepdR7PJXaTnQLeVl+o8HbqsVuwm2zV2+kLF7vJToFry1avyqLn8OHDOHPmjPt+9uxZHD58+Gqc+hmjKAq88Y1vxJve9Ca84Q1vAADs378fYRgiCAJ8//d/Pz72sY89z62cQO/jvn378M3f/M342Mc+hv379+PChQsAgAsXLmDfvn3PZxN3FXaLre42OwW8rV5JeDt97uDt9Mpht9gpsPts1dvplcVusdXdZqfAtWWrV2XR8/KXvxwPPPAAHnnkEeR5jt/8zd/E6173uqtx6mcEay3e8pa34JZbbsHb3vY297s+GAD4nd/5HbzoRS96Ppr3OPT7fXS7XffvP/mTP8GLXvQivO51r8Pdd98NALj77rvx+te//vls5q7CbrDV3WangLfVKw1vp88NvJ1eWewGOwV2n616O73y2A22utvsFLgGbfWqyCVYaz/wgQ/YG264wZ48edL+1E/91NU67TPChz/8YQvA3n777fbOO++0d955p/3ABz5gv/M7v9O+6EUvsrfffrv9pm/6Jnv+/Pnnu6nWWmsfeughe8cdd9g77rjD3nrrre6+rqys2Fe/+tX21KlT9jWveY1dXV19nlu6u3Ct2+pus1Nrva0+F/B2euXh7fTK41q3U2t3n616O31ucK3b6m6zU2uvPVs11lp7dZZXHh4eHh4eHh4eHh4eVx9eyMDDw8PDw8PDw8PDY0/DL3o8PDw8PDw8PDw8PPY0/KLHw8PDw8PDw8PDw2NPwy96PDw8PDw8PDw8PDz2NPyix8PDw8PDw8PDw8NjT8Mvep5rfOhDwN/+7fPdCg+PJ4U3U4/dAG+nHnsSv/u7wOc+93y3wsPjKbHbTdUvep5r+FHaYxfAm6nHboC3U489id0+k/R4wWC3m6pf9Dxb/I//AdxxB3DnncC//JfA//f/Aa94BfDiFwNf8zXA0hJw+jTw3/4b8F/+C3DXXcCHP/x8t9rjBQZvph67Ad5OPZ4XnD4N3HIL8P3fD9x2G/C1XwsMh/K3e+8FXvlKMcxv/mZgfV1+/+qvBv79vwe+5EuAG2/8xw3xne8Ebr9djPrtb5fffumXgJe/XH574xuBwUBW8b/3e8AP/ZAY9kMPPbfX7LEr4U31CuGqlEDda/jsZ6294QZrl5fl++qqtWtr1ta1fP+lX7L2bW+Tf//Yj1n7rnc9L830eGHDm6nHboC3U4/nDY88Ym0YWnvPPfL9W7/V2l/9Vfn37bdb+6EPyb9/9Eet/cEflH9/1VdNDPIDH7D2Na95/HH/4A+s/dIvtbbfl+9abX5lZbLNj/yItT/3c/LvN7/Z2t/6rStySR57E95Urwyi53vRtSvx538OfOu3AgsL8n1uDvjMZ4Bv/3bgwgUgz4Hrrnt+2+jxgoc3U4/dAG+nHs8rrrtO3NYA8NKXikt9cxPY2AC+6qvk9ze/WYxU8YY37Nz+cvzZnwHf8z1Asynf5+bk87OfBf7Df5Bj93rA133dFb8cj70Lb6pfPHx425XCv/k3wL/+1zJa/5//JzAaPd8t8vB4HLyZeuwGeDv1uGpI08m/wxAoy6e/z9PdXvHd3w285z1i2D/2Y96wPZ4RvKl+8fCLnmeDV78a+K3fAlZX5fvamiy3Dx+W73ffPdm20wG63avfRo8XPLyZeuwGeDv1uOYwPQ3Mzk6SIH71Vyeu9KeD174W+JVfkUQIQIwaEOM9eBAoCuDXfm2yvTdsj2cJb6rPDH7R82xw223Aj/yIWNaddwJvexvw4z8unOJLXzqJ0wCAb/om4Hd+x2feelx1eDP12A3wdupxTeLuuyVj+447JFP8P/7Hp7/v13898LrXAS97mRjrz/yM/P6TPykKHV/+5cDNN0+2/47vAN71LlHu2JXZ4R7PJ7ypPn0Ya619vhvh4eHh4eHh4eHh4eHxXMEzPR4eHh4eHh4eHh4eexp+0ePh4eHh4eHh4eHhsaexexc93/iNoqW3sQH84i9Ofv/Qh4B/9s+ep0Y9D/j7vweiCPjt35bvjz4KvOQlEpx5221SzQ8AxmMJ3nzRi3ber7e+FfjkJ696s18oeKGb6Yc+JImWd90l//3ET8jv998/+e2uu4CpKeDd75a//ft/L7HJ3/Vdk+P8P//P5O8eVx4vdDsF5Fq129RE4DNngFe9Crj1Vvn9Z392sr230+cJL3Rj/bVfE8O7/Xbgy74M+NSn5HdvrNcUXuhmurkpOZh33inm+Cu/Mvnb3XcDN9wg/6lQzVWboj7fhYK+aDzyiLW33Tb5/hd/Ye0//afPV2sej6J47o5dlta+6lXWfsM3TKpFjcfWjkby727X2uPHrT13ztr3v9/an/xJa6vK2le+Uv5+773Wfu/3Pnft83B4oZrp07nOsrR2/35rT5+2dmPD2q/5Gvn9LW+x9tOftnYwsPbVr7Y2z5+bNnpM8EK10/V1a2+5xdpHH5XvS0vyef68tZ/4hPx7a0uKqN53n7fTawIvVGP9m7+R6r3WSmXJL/kS+bc31msSL1Qz/T/+D2t/+Ifl35cuWTs7K9PT1VVrr7tuUoT6uuvk82pNUa9Npudd7wJ+7ufk3//234qmKSBV7N70Jvn3iRPAygrw9reLhMRdd4l8BSCVlL7lW0Ry4k1vAp5Iq+GXfgl4+ctlGfrGN070+paWgG/+Zvn9zjuBv/1b+f1//A/xlNx5J/Av/6X89t3fPWFYAKDdls8PfQj4yq8USYxbb5Xf/vk/Fymi224D3vveyT5/9EfCzNx5J/Ca1wB1Lcvf5WX5e10Dp05Nvm/Hz/+8tH3fvslvSTIRZh+PZX8AiGO5xqKY3I8f/VGR6PB4VvBm+vTM9KnwwQ8C118PHD8OBMHERAcDMduf+Rmp2xLHz/zYHt5On46d/vqvSxG/Y8fku3apBw/K8QCRar3lFuDcOW+nzxm8sT61sX7Zl4lGMQC88pXA2bPyb2+sVw3eTJ/aTI0RaWtr5Xrn5iQo6Y//WGSy5+bEjF/7WjnHVZuiXtk11BXCRz5i7bd8i/z7K77C2pe/XDwSP/7j1v63/ya/Hz9u7fLyEy+jp6asPXNmsmT88Icff46Vlcm/f+RHrP25n5N/f9u3Wftf/ov8uyzFS/LZz4rXZHlZfl9dlc83v3nCsFhrbas1aUOzae3DD0/+pvsMBtLelRVZ/h45MtlOt/nxH5+04Y//2No3vOHx7T971tp/8k/kGi9vx2OPWXv77dY2Gta+5z3yW1FY+y/+hbV33WXtr/2aLKt/7Mcef1yPpw1vpk9tpn/xF9bOzVl7xx3Wfv3XSxsvx/d8j7U///OT7+98p7V33mnt294mzstrySu2G+Ht9Knt9Ad/0Nof+AFrv+qrrH3JS6y9++7Hb/PII9YePWrt5qZ893b6HMAb61Mb63a8613C3lwOb6zPKbyZPrWZbm1Z+9Vfbe2BA3Le3/99+f1d7xJGR/ETPyG/Xa0p6rXJ9Lz0pcAnPgFsbQlr8aVfCnz841KY4Su/8qn3/5IvAY4cEQ/HXXcBp08/fpvPflaOdfvtEiN7333y+5//OfCv/pX8OwwlIeHP/1yKRmjBiLm5p9eG666bfP+5n5Ol8itfKbG3DzwAfPSjwD/5J5Pt9Ljf+72ybAeA//v/Br7nex5//P/tfwPe+U65xstx9Cjw6U8DDz4oAZNLS7LE/vVfB+65R67l3e8G/t2/k6IY3/ItwO/93lNfk8cOeDN9ajN9yUskzexTnxLH4j//5zv/nudiet/6rZPffviHpdbAf/7P4un5iZ8A/q//C/i2bwN+6qee+po8dsLb6VPbaVnKPfrAB8QT+ZM/CXzhC5O/93ribX33uyX/DPB2+pzAG+tTG6viL/4C+OVflnnAdnhjfc7hzfSpzfSP/1iu7fx5Mb1//a/lfv1juFpT1Gtz0RPHcpf/+38XKvcrv1Je8AcfFMr2qaDhXYBYRVk+fpvv/m7gPe8BPvMZ4Md+DBiNnnk7o2gSPlbXMoNTtFqTf3/oQ8Cf/RnwkY/I7O/FL37y8x09CuzfL5b8sY8B3/ANj9/m4x+XKlEnTgh/+QM/APzu7+7c5tAhyQq7vIrfL/6iJDR+9KPyxvzP/ymdocczgjfTpzbTqakJpf6N3yjU9crK5O9/+IeyMNq///H73nOP0Nw33QT81m8B73ufhAk88MDTvnQPeDt9OnZ65AjwdV8n51lYkIFe88OLQuaQb3qThMBdDm+nVxDeWJ/aWAFxan7f9wHvfz8wPz/53RvrVYE306c201/5FTFBYyT87brrgM9/Hjh8WBZVirNn5bfteC6nqNfmogcQK/qZn5HR5yu/UlTIXvxiuYPb0elI4OAzRbcrMbBFIctoxWteA/zX/yr/riqRoHj1q6WDWF2V39fW5PPECVnuA7IMLYonPtfmpgQvNpvy1D/6Ufn9la8E/uqvgEce2XlcQDq07/xOWfKG4eOP+cgj4h44fVqWwb/4i+JGP3sWGA5lm/V14K//Wjo4xfo68Pu/LxY1GIirwZjJPh7PCN5Mn9xML16cxOd+7GPS8W4fo3/jN4B/8S+euD0az1sUco2AmKvGNns8fXg7fXI7ff3rpassS7Gvv/s7mbxYC7zlLfLvt73tidvj7fQKwxvrkxvrY4/JbPJXfxW48cbJ795Yryq8mT65mR47Jvm6gAQb3X8/cPKkOJf+5E9kKrq+Lv/+uq+b7PdcT1Gv7UXPhQvCG+7fD2TZE/OG8/PAl3+5MBqaJfZ08JM/CbziFbLvzTdPfv/Zn5Ul++23C4f5uc9JZteP/IjomN5556RD+f7vB/7yL+W3j3xk59J5O77+62U0veUWyWp75Svl98VFyRh7wxvkGN/+7ZN9Xvc6oamfjN5+IvzDP8h13XmntPd//9/lWhQ/8RNyLUEglvbhD8vfNfPN4xnBm+mTm+lv/7Zc8513Av/r/wr85m9OBoV+H/jTP31ih+Tv/i7wspcJWTkzIzT57beL9+nOO5/+/fMQeDt9cju95RY57h13SNjH932f3IO/+RuZW/75n0/k1f/gDyb7eTt9DuCN9cmN9Sd+Qma3P/ADYnAve5n87o31qsKb6ZOb6Y/+qIgs3H67LNTe+U5h0efm5G8vf7n89x//485wvOd6imqsfSLdCI/nHR//uMiCXB6a5uFxDcGbqcdugLdTj10Db6weuwC71Uyj57sBHk+Ad7xD+MvtnKaHxzUGb6YeuwHeTj12DbyxeuwC7GYz9UyPh4eHh4eHh4eHh8eexrWb0+Ph4eHh4eHh4eHh4XEF4Bc9Hh4eHh4eHh4eHh57Gn7R4+Hh4eHh4eHh4eGxp+EXPR4eHh4eHh4eHh4eexp+0ePh4eHh4eHh4eHhsafhFz0eHh4eHh4eHh4eHnsaftHj4eHh4eHh4eHh4bGn4Rc9Hh4eHh4eHh4eHh57Gn7R4+Hh4eHh4eHh4eGxp+EXPR4eHh4eHh4eHh4eexpf1KLnj/7oj3DTTTfh1KlTeMc73nGl2uThccXhbdVjN8DbqcdugLdTj90Cb6se22GstfbZ7FhVFW688Ub86Z/+KY4cOYKXv/zl+I3f+A3ceuutV7qNHh5fFLyteuwGeDv12A3wduqxW+Bt1eNyRM92x4997GM4deoUTp48CQD4ju/4Drz//e9/UmOam5/FkaOHMNzaAgB015aQ5yUAoKpkm5pLMAMDAAiiCAjkxyiO5bdQmh3yM4oit31R5vKZD+V4lRy/rKw7R5oIwdVsNgAA/f4AADAeV6itHEdXgvo9cm0wCKMQADAcygHdutECMe+oMbJfXuy8rjCwCOVPCIz8GJBvm5pqyb2oaxSFXEdd6zayUZxkcqq6RFXy4G7dKgdOshbb2kCey7WNej3uJ1smte5qJxfL/Q12wm6/IcaiW1uM6me1Vn5e8ExtNYgChGkEdycMJvf4snu17cY87jhqA2EU8DNCzQdga35edhxbW3fEkM9cn33NfQCLjmkDAGbTaQBAEYidXxws89x22/bcq+I5bY0g4Ptl1N7FplHz9yBybcrLEbexvFJnwJPrd7dh53GDwOhPqLlRRduZ7GIQhnJ+fad1n5Lvc1Vuuxb+0Vz2GQQBqlLeybqqUI1L1MXOe3At49n0qa1WA7MzHXcP6toiMGpvO++p3mNjDIKAz1tN3Cjpr8/Tut+0f9NzKILAuP5Jt1Fbdc9o8sJsOwd27CPH3XkccFsDA8t35nFvnHv+wbb9L79Dk+uZ7Kfvldl5Tlh3gMvfQb30vChRFPKu6fhhdJvLrmvnte5sj93+owHOnDmH1dX1x+13LeLZ2Ol0I8L+6WTbL3ZyUwntV6pS7q+trRs39fapfen3waic9C/8sWBfoX1QWVuU/GNodDzX43LM3DYTyku7Y389flFaRJF8afBTu5cwMO65X75/I+G2lXWPXF+TvJjYAAC0shDabbvr4LYF5y/WWqQ8/7jQd4jt4OSirIA41OPw/vCuJdy3qi2iUN8B7GjzMJcfxlXt/hYCGNcWxR4e+zuZwWInmMxDjUHwuKFd/qhzQ9lm0s9s/5veu3rnJAoAEJqd97Gq7bb5wPYtZTwH5LkqJr2p3bGtBVC59stnqN0yHt+P6rVyeoBto7r7h96D7cP8PxompttaoN7506TF2+6LtjEInngbW29r487X5QlhAXTHwLB4Yjt91ouec+fO4ejRo+77kSNH8Hd/93eP2+69730v3vve9wKQQeIP/vQ3cO8H/xQA8KHf+FmcfUQmaRs9uYzRWG6TDtDNhUUgk7d2/uAhAECrMwsAmJndJ7/PLyDmHbtw8TH5PPcPAIBeV46/uVZhfUMs5tRJWRS85MW3AwA+8rf3AAAefHgNw1IWFTnbnxfSjtm2tGHfYoKZhSkAwL2f6QKYTMzqyuDIguwXxdKexy7I9yHXJ520wmwm7WiG8iPHTnzN171E2jrs4fyF8wCAQV8mnJ22THIPHrlB7tNgHd31iwCAaiTHiYy09egNrwQALBy8DY89di8A4PMf+Ru5np4YwhFeoB2WqNkpWittjiYzIbkuW21bV9X4nd4YuwlPx1a326kJA8zcuh+G9zMMAlSF3GPDzizgK1+Xk8WLe2k5oQw56szNiL1NLc5hkMvzHI25kLB6jznIjHNYdmydZhMAkDVS/k33qfDVkTzjN97wTQCApewSAOCd9/xXAEASV+jTdqwuIDZl4VvmI2RtaWwrkYlIWc0AAKqhtLmdzcNCDOPc6hcAAIWV7ybiwiQNANqw5XsSGHFMZJxFTLVShLFc28jKtpsjOU7BLjGMYky15Z2am53nOaTNqyvnAADdtR5qLswMe/CQHoYslReo2Whia20NADDY2MDKp1ewm/Bs+tQkjvBv/pdvQcz7PerXSGgvs7PST05Pyz1tT3e4TwMt3m991ZO0ya90EuU50kyOU+TaJ9PpRAdQlsYYj6UjyemAyXicKJJ+NDS5GzCjRJ06YuAlR/AojGEgfUpJz1QQybnDIEVRiOMm4sCvk8KIDqAwTmGtLnadN4d3iwvtYuzesYT2kqYpj0fnVVWgqnLuLsdpZQ2eS2zv3IVLuHBRbOyuF98m19zQewcer962GFTHGFvDzraqDcD3yRrgNV/7RuwWPBs7zZIAP/ddNyLgO1/XtXt/LftSXWBuLsv9LUYFxrncvzHf/VaL4zNnP596cA0hF7Ej2tO5VbGlJp2bG4MCF3ty3plMfptvyvEKOnmuW4jczOqxdXkuDe6vdnd+o8b+GXkHbj0gn5e6lWuXzeW8j6zwN9rMbUdTbltixHdpSi4DjyxxXOFC5BU3TWHIbS4uiy02uO35Db6bhcWJRbl3Dy3JNgkXL7NT8vtqr8aBKdrsGu8h78/RBWn7xqjCfEf+XfN+NuhY/tQZGTseXh+j4gJoJjS4d3Nvj/1pZPATr8+Ql3QyxzEyXaur84Uv86DmmBdEaMV8zwu5P+NSdhrTvgZjIOC7r86Wdso+gn1Wb1yiKNUxxUV6qAsk2WZtAATajxn2lfyudlrUwBbnd+qEn23xewCE6hxgVzks5RxrffmewKJSBziPnUV6bOOO2+CBgssWWNrhDysg10WTLsz4t5KOgeHYIBCTQ4fzYAWHFoxHQM4Drec7nRZKINTWolYHbg38z89U+MfwrBc9Txdvfetb8da3vhUAcOddt8EEIba6slhI0wAp75h6ZEe8UK4R0F/pw5KWKItHAQCLh2SjTkcG7vW1cxgPNriHbHvqRlnJXzj/OQBAt7uCkgPr+Qsy+du/KAuLO269Xn4/u4HIyDZhKnd1uaseTPlstRMsLnKxNS3H2dxkRx5YNDlRbbBTnR/LzZ+flye7emEDkQ6EbLHhJLngxHprcx1NTlyazRkAwNLDMvnrr31KjndoFq0pmcRkc3LsXncTAHDm4Xvl+0Yfrfk5aQ972aorEwhd1ZnaTmbFnPAYs9NzaWBR6yTfbmv4HsJ2O41bKRc86rIIULuFIDujSDs8/gyDiL/pfnrPRvQ4tGARR/KsSnaAwzEHET6DJI6dR85yENaFVhJJRxqbCAejRdmGXvyb5m4EANw6dwoA8A+bn3fPr+AsMco4wJUj1+nUidhcpy2fFSertrAI2RvFnOwW1c6OpKxK5zl1jCgXJFNt6cHiDDBpoQ2Re8avQcXFoQkQcyGlE+SqVFaIE+QasNjp+Qwvs8O6rDDoSd8SRMHljuQ9g+22euq6w7jxxCFYKy/06cfWkHJil/F5Zxy1I12sBuGEtTHqJVQGQgeO0NlfXcsD00X8dl9hzT4ruMzbaJzn07j3YMJy7PSKGlPD1pN3TfcT1CjJ2htlqnSUdMcNMHGaltxrpz8zHw2c/ehAnnCCZ5T+3uE75SKK9/X8WXGe3fuJzyHg4q3kBAdpxG2Vkd3myYSyq5dd+7Z/yQ7Yc9hupzfsb6AqK9CPBGutm2jrQruqOMFjH1Ib6xYenZb0JyGfWU7a49h85rzfG3TGXeKj79GBWpTWTfAyLi7mWvK5MZQ2bA0qx0B3+VhbDWnswWn5tCjQTBnBQWdXf8T+CTUOTEnbjnNBon1hErOPLCy6fdl+uinv5Jz4MpFkco44MriwSudQXz5n2rLtATJly5u5O69e44FpOfcC27DZz7E1YNt0Ac85TcxOdjSyuJiLfcd00oZTuhiczFGssgwBntzFvkux3U5PzIcY58Y9ewQGRp1znANWUEe43LO8MOhzwRBYjmOcjY+G2p8aWBp/Fmr0kezf43Ma1yESnQ/znkfsB0fsH8clMB3RmDUK6LL+dJwb0MwxywVzquNqbWH5/JU1GUj3iqYex1jEdmd/7phA2nIrsQjYtvAyBquvUVsAYh1mtFsv9RRcPKUGTS7+Ese+Ysc9QAD0dQ6kTjpd4PFcQWig06/hUwR3PGshg8OHD+PMmTPu+9mzZ3H48OFnezgPj+cM3lY9dgO8nXrsBng79dgt8LbqcTmeNdPz8pe/HA888AAeeeQRHD58GL/5m7+JX//1X3/SfarKor85wgOfu1e+I3fUbYP02SCUZdomV8jD0QBbpBFv60wDAG6Yl7CN8XgJANDd3ELI1fji/pvl2AxkHfaYv5Nad7Fr67I8fOSRVQDAq/6JvATTUwkuLgutm3Iled2CHHf+gDAvB04chg3k38eOisfv831xDQ2GlVsaqwf8yCFx5Rw4KAzQeHOIQZdLa65pNd74nk/cBwDoD3IcPCbHDriqH43F66MhGmVeIqgZpjEl96U1J6xOvS7XtXLuk+h35bzNDjlao0zPJE5eQw40BLKE0voT5sfFdNa7z9XzjG3VAEEQupyYMAhRan6Di1JlaAbdBrWtYXjfLL1kRmNkXQhbjYosXxQwNCvRsE6xoaIq3PbgNglDlxg9gaA2mMpm5Nia61XKNl9z+MsAAA92H0YFDcmT/cI4cfuUbEdBRqXIe2wzr6tuufAhZXpCqx53XnMwyftI6IVXD2asIW3FJJQurJTB4v3RcLXaouLf3Ce9vzk57qqqYOjKsds8QHIuad94PETNfIA6Cnad8/zZ9KkCg6pWBtGiGUr/5BjbcCcTYep8wprpTTQ7Qy2KcoiokP0qhlUmaebOJxtb5LkwaxpVFsVk+OLt4WVk6sdiPyXZIWWAojjY9l7pS6Nho7XLf9NYBvf8jfZhpWN2Js98Z+iHrSchuvlQ3LKak6PHszCTFCC6EC9cOgsA+Px9D8jvwxLz8xLDrLlSteZauGuw7vxw4W07w1ithQuXmbBauwPP1k7rqkRZuYHEhQYHZue9cXejqlz+bqYTBc0d4+f8VIwxQ1/03d/Xln22GGXRjkIMSQfpLe+PdJ5BJrAyOEiWZHGK7MmM9GXTDWWDAnTpRh4zkiNl3zwzleL6o7L/BYalra7L58aWtKs7KF00wJH9YnudJv/G425ulejS86+Mdiujl79Sdsmik8pxlAnTe3Zpg+fuVrhun7RtP8PsukM510pX3r/1foV9nUBvNfeTc3RHyvJad/DhttyK3YJnaqtBAGRp4NITwjBw96Z047F8d0xlXSAMZKONAdmfsTK8fD4B0Ik5NrE/G5N+HPOdiCK4fEy178rq85Df21GBSENEdVx3OWdkcIzB3DQZGZLiptIQ3gk7siFDPmIeKGHoRGknx9R+nVF3mMnkh1gmjtJu3ju+bm6+0Qy2dXGal6aheJxQhjFc+KCGyen9VrZqHBhw6oKYG7ncPLY532abT8XkPOtFTxRFeM973oOv+7qvQ1VV+N7v/V7cdtttT7pPWRRYOnsBj3z+EbmAIkdGWneKIeYxeTilZAd9g+sPywLg2PH9ACahNFkgg2gY19hYlcG3mJFJ/aVLco61FYnr7/VqrGzKXdm/ILdlPJZwsJW1dTn+sVlcWpUkHM3lGbAzmlqQ78sXNrHvsISVTXEh0WIoz3DUdz1Vi51iEHPRkcniZ1zU2KIBT6U60WMM7yW5niAMEDOUZGZe9ovVeJXu7I+x1ZPtLy6NuJ9sk6UV72UGE8v+1x2VxeDZh/5W7iFk4LfYFj8K7UB3DsbG1NvG5V3W6+GZ26qBQRhEbsICE0ySpnWirsnz/F7WcCIAGqNu2HPEmbxmRVW68CHNgQj58jf45o+LEOVIY7cn8e9yXLn3sYnQirMdvxXc9q6FOwAAJ6aO4eHxg3IuLqisxgfHsaO460ra1tuQ66goLNLMcjQaYucBw4mUag/Y0dSRRcjraXJg1fd5yAlIb1RizI687PO6xlxMNxnGAuvCibTHUiESt0AyZjIgcPCJ2RNqTH+v13eTivLx2afXPJ5NnwpA8u91UKsLlxuhMEZDteS+RwgmcQZ04LiQTJc5XrmRqnazehd4wN+BkhPXSlfknMQ5kQLYSYI3Fz1VxZC4MOM22TYBGZ0UTy4uSSgY4BZC2uRg2z4aCqoxEjuFQkyUwBYaNK0OpMuEPura5dxsrkmO3P2flvDoOpfjpnGEuYUZAJN3t64nuTl6n3SR47rSyZ9c+zRnTiZGu6dffTZ2aq1FlZfu+qMkckkAOv5p31MMR/xeIWlraCb7XX1m7F9aSYBI7x3H3HBB9lljf7MxKJH2dGErz7HBRQOnAmimIQ7NMjRpk6FjXHwkgYqrRJifkf1uOC5945B9dT8PUHDy2mNY2pAT33mGpR2YNyg0rIfju84Tmi3mUqZAxW3OXpL7sMF8pNWu5sAZTHekTetso+ZCOyGRwLp8kCEXeFtc4M23tzmCI11wym6aG6SBrEU9mSSHZrKs3y14NrYaBsaNuVUFlBqWxrmpZd/Z73ORUFlYLqp7Q50zcQ7AbVuooYNbGUh/NmL+YMB+LQ4NQs1NZFs03yak3U8l1vWVpTrN2ZVznYrFhSYWDnKuXEifm6/IvDaoLDTDIeH2DXVQbYsI1oVBTXPScFCNcA4tJqH+3EaD39tOzMs+ToCg5Bwp5Xy21QJspSGAfEd5PYrReBL6FtBJrMIRYa2hoxPhgjR48oXPF5XT843f+I34xm/8xi/mEB4eVwXeVj12A7ydeuwGeDv12C3wtuqxHc+5kMF2jEdDnL7/PqxeklVnsbaFthAhmCKj0Y5k9dund/pSbpxEomVC7YgJi6aiUsZgDETCBm2siTjB+kUJfevTa7O2VuAw2RpVUFnqyZLynntFnerI4Qz752XlqF6R0Vg+ly9S+Qo55hcknGzpkpw/i6jKYYClJVlZZ4beHq7m2/SuLG9Zl6w21ZFzDbjy7g+VJbLO8bcwLwnrB/afkHZ1haG5dO4sxkxC3DwnbNagT+Uh+mmmZjLc9CJRbgpGwoTVA1VfYaiQraBL/IBeUmuU4eCmxk6kjBHsxVzGyyBMz4RhmTA7yqzUVkMQNESrmvz7slCbkAnkRV06d7CGxhQ1nxnPZUyAmJIrgd15zoAulQZSpOTY1Qs/phd7gSGgr7ruK3B27TQAoCz73J/0fJq4pPbIitepKuQziMXzX9naKVhl9LSPxqSU6fkqrEWDwgzTLSp90XSqOnPH2dwSjyV6muFIjyUT7oNwwuKot0cl2xVhGLgE54jnTPmZj+T4w37XhcDtEKLY47C2dqpl1oZO3c5aJuqzmzeqNhSHKLl9rcn4yk7SaOM4dvamYZaONXFxmyFUesfqb04WexLGpc9WI5tCfU9CzWqvtiX6K7S/AYKEoXsVGW0NGdEt7eT8NuB75IQR6EWNE9QaGkGWVENDnXy8tdha3wAAPPQPwpJaxmxkkZZLMJiameWZd/YFk9DficyvCwe6jCWzdsKA1dvktPcqbG1RjnMkySTEVsVgxrRBFcUomFkdmgAxn72TZGfY+ohKlMVo7Fi1jCxFQPZE+9E0tejS463lKo5RwWzE0Lju0DpGxIUJ8Z3YtyCszvx06cQ8Wg3apCokFDXKUn5rMuQtnZH9D8zJNRc2c+/L4qIcs80yFU32n/lggArCMi6tMTyZ78/RRdm3spHzfKvIyHRLfthPUaNhMUaP16Ohc9p/TjfJ7o+su/7ptlzX4Xlp6wpD8lZHFfr0oKtM916GtcC4rFEXGnFkkDU09FdtRd53FdsZjYwLa1PWxKUGOAGkGiHLSzT5DkSJ2P2wL7Yc2sr1RZXdOR62qQ4XmMeLxWzS/hcWZZw+dOI48iGPPWBECXca5ZOw+zapHqdpw+PGBqjJYs9RUS1T1aDtIXWXSaInqi9D1NvCdtkcpybXEfNHmhgXpVJwmqBjUHc8YYWcLD3b7krBuDIYE5GD0Dz5yP+shQw8PDw8PDw8PDw8PDx2A64q05OP+njkCx9D3hfWoduzGFJ3e/qIrH6Za4cel4+JsajIzHz+c1KDZ98+Waudul4ECLa2NmFroUsushZPb0u+a2I07KQoqBaF6nOl/tmHZKW9tdlHk6vfOFAPoco8yu8bvQpnH2XtkK4WB50kI2qyYErp67Hh6ntRag9kUYUmRRuazGnQ5GFNUIuiAIGyLc5TKYxNRtnJfUdvR6//GTkHl72jXKUIZd/FRomiFi//hYfuBwCUXHJH6i212xO+lVGjV02XywGcBrqB3fMOdAN6aFQyOggQsnDM9kK0wCSfpDLG6S0bx6Jxf3rIwiBErvV+eA9TJp3n9AwVZe7yJELLPBtXe4S2mCRIm0xWp+exVBvg8V968C78SeePAQDLmxuyDd0kaRyj2aD3kdKnKn1tQrp26iFK9SIuCh2bTlMmm6Y5U3Zw+9QtAICD01JDa31VWMezqw8BAO5prGLJ0pNLZtYUk+RyQPJCxsz30Jo7Y9YzyvOJZHV9uUQm7/2gL7l59TYZYLNXtdUvg7UWdV2hrLQCYeHkpzX3SiXx1VteVhU++VcfAwD0NqQvXqAM/9HrjgAAFvfPuoxdQ3EZlwITah5ABRKGrgZPoLLYyoxa6xiVpCnuvZo5PXabJ1BlpJVHNtvlqBktbhwTrdtisi0bN2FHd5YFACY1pFRsAUbZUrG90eY6Hrtf6rvlHD9SrQXE9qWNNlqdjPtN8s3YMJ6zdtf2uJrGhK3sNunuchsTtJdhENGmgiia1OygWIkWfVXGPIpDRFrLh33guC/ParAp41pZlK5fCLhtM9NcW9armk8wxZINXUZD6PjeZW7lYGyxOCXbH+S43MxknyP7pP/LxwX6A74LnDu0KFceTVXYtyDbtxj5oTbTmZbjpu02OjNT/E0iWxot1njieD/oRc6e2mx/RdZ7nvXeWq0WCtaROXVS+sliKPZqGFmyb18KZRW1ALyKfahkdWd65MQfmhRL0Fyn+Y4cZ7YXoOtEj/a+jdZWbEFzaRoZXGTCgExEkWs0gnyu9a2rkRNoH6lzTbJrwzLGFPvBNqOAkkSeb8C+azzoOYZH77XmfWtyTYAaFe2q4Pg3TV3qg0el7w5NiJLPrOB8TwMnigKgObr8nMDNixl5VEquDSDS1HJ+bjPpdOFSb2qNAJGvTt7aWgxGfDe5H9PfMcUIr3Fei3ICgKrQ8+/ML23Gk9ygUiMRIs2NBs9tXU77jgqsTwDP9Hh4eHh4eHh4eHh47GlcVaanKAosnbuAikpDgwqIdLlIyb/zF+XzwVX+bg0atSyxDx2UJWqDOQab1Nybnp7Gow9JLs/FFVmSzlGrL2vJ0nAuSxAEsurNi23LVQADersfXjJY4PbTrGy8wKKiIy7zV7dKhKe3AACHD8hxHjlPdaLSoJEo20KFOCY5rG8wxnJsXdusqk4xJ+EA84lm5zIX6xuGlACOxDswyxyfxf1HMTMjy+X2lDA+D/0DGSh6weIoQDlg3s/D4g1vOvpG83ZC52V1UeequKFqYXabottep3kczDYFlsm/J+5uzW94fA6Jy0+53NtsaySUfx7TIzeuybyRSQqCDCakulQ+yYsAgAYL1qZxgrih+RaUA1bWY4ue+7n9ePGxFwMA7j/3iGyjRUqbDYQsadynVLWt5dha6dgCqFR5Zkbadrh1AgBwx0CUAO9q3o4D+4/LsVnt9m8/8d8BANkluYZL12dYZp5QyXNFZud9KmyJUS1/iwuVXiYbUGmuU4SQnnrNh9LY5Jpy7nEUo1Lm7QWQJyEwqOvQFWisTew8d5crDeod6XUH2DgjfUVMJb3upvRp919gTuR1x3DilusAAGmTbj9lXLZJs+s5YubJBJpTs109zUlnO313+ZvTM7WY+A13sqVA5Lye5nI2ZEfOoR5L37nL9rHW0auu/dx2uCXs5KOf/wzWlyWfIqayXKC0Jr267ZmO8966XKDH+Q4rV1jPWs1bovcS29qn98gG2Ov9qjEGcRI71ru2tWNLCtpgxU8tphsnCULmUhVkg4Zk4EYc1+pqu2eZnnQW6kzbVLiME6eweva8jINJoGpnqqJmcON1wkSqjH+pMvBk0RtRhJS5CPNztA+Oi8NhjiaZmXbA62CUSMrCqq3ZGTSnhOGJHIvK/oqMSxQG6FDJ7dZbDsjJXOHnyTtR0nM/vzgDABgz11eVMaM4wmg45L1j5IAyC7ynVVk5tlJ12VQ1d2FWIkuOnN/EZ89K3/DoygAXBpdJa+0xWEAU9lQp1FgnSa9k+oC5JutUb2sErj6x6wv0LtFsMahjHNUhm9PumDk+OgeukhIwskNGG4rNZXlmlXH9z+yU2ND8YRmDQ0ZpFIgwGss8oKRdKdPTiY2LZtIpjRLVypQEDYMOu3yS8m5eoAVASzNRkWvw2lVqmqnmqKpJt9zg8TSXR8eowE7YsYp94JD763FNAEQq7qrssDI/bFe8rdxA9RS66p7p8fDw8PDw8PDw8PDY07iqTE9VFFhfueiKOo0scHCaimpc3l1c3qldHoXAkLF+PapAHTwwAwAwRpiOjdUtGB5znkopR0+Jl3J+XlbT3bUltBiru7wk6nEVAw17gw0AovMdM7a1xVV0oJ75HiXWDHBxQ851UGrUOY/y4cXAeTjVKdN0pBKVg0KLzYEWqKQyEAsvdWbEEzOzfwZBJNfWacnS+PBB8frM75fY+/ZsG9edkt9ufZHozv/6r/wyAGDrc1R4Wx7gwhJjfLXekK6w+VnZepIH4XTX1SuprEaEierQCyT83G5jcSwQ8N+T2qzGbQeoqp0yGPrJOjJU7BnXY8eYJWTwKtb4GDk5Eis1ggBEySRHAJh4bWxYIaaai9GaOV3mkPFc/a0RXnLopQCA34v/EACwTu9PVdUYMdZ3NJLzRnRnxZHGFAfO174wmAMAfF3rSwEANx6/HQAwu7APIXODPv2B3wcAbJ0V1cQxVWx6Qe0YGlPRe5btvE+RiZyfW2vMREbfI8b3BwkiFqtK+U7mVHnSIgBVULsaPqjsRDlnD8PCora1U2OzJnRvrdYycDlmvB9ZGqOdMk8rYuHRjCwacxcH587j8+tktK8XT+KBk0cBAHGLOS2Vdfl/hkylsXoutmG72qOr3Xn5c7FOpci5H9UfZydHc8XnHAOrbEo5YVX1mrcpqek2ytaq4tWoK17/cw8IU37x3DlErKER0e0ZuM6R8fOL8xPmzNXg0QoVk+uqXZ6PtlGLlPJaMMk5k3o9e7tTNcYgiGKX61QVBSoytBX7PpdbwPc8aiQu2kBZixHVRwuq6pUWiOl+DpnTk7CQaUL3e5jESGlPC7PyfNsxVbJ4/O7IOi+yMk9N5ttklsqY8w1XCLnJ+kElC/c2swhxpp525vTQeFLmyYSmmhQh0ffE1cWafKryVsT+PiZDU9Gmi+HItbFgUkPEOmkp5XDzrSHyTb1Xcq3teeYPaRPyGkZd8VpkWvOimPhxcKaDl94gc4jlzQH+w+98HnseJkAz037EoixUIUzu/3J3EgEDAM3Musge7S+0Btio1Pww44qA5pqfQ/tKtF5jnaNDFb4smKi1ASx8DyCvAmSkSxaOn5RzaZFTMiQb631XK6pitAjFg9GKRJEOADSbW/MyR+yzZqYndZoCp5zMW6PENYzLkddr1ho8AXPWyxGQcgLcaDLn6XKaxVpn+huscZRFnCMpixMalz+lOf9am0jzewMzGe2rCk/anV7VRY+1kjitFZRNGLqCiZVK92oIhVaaDy1yJuhrWFpvUzrAYY+VtacSzB2RBUDASdvRYycAAO2W0MmtRogZLrCatICpdemwplhNqRytoT0lHVefhh0x+XbE8I+prMYmFxAZK3rz1JibCbB8URZH2uHtO0g6m+FpF1cinL8kT2yhLdvMzCrPyAnHyKLTkRfi/MUzch1tOUlRPgoAmB8fxIGj8ls5Ldve9uKXAQA+cd+ytHk9d4tHFmeeGKpLNDYuMc7J1kITFxV28s3Uez0SA4DhxExDMSaTcV0IBu5egd/hCsdOQt/4qQXpghg54xJK2nvESXoWUfK5KN3iRudSCbV+40w44jiOEbFj0QTKykmYalHfAQ4sSGLjiTmZtK6f+ywAScgFhT80xFLlrPW9i4IY19PmXjsti6frZ28EIIsdAEimWzh3z6cAAKsfkyKODRa77FKOepjmTrjAaOJ3OJHFlnOHaMUshMp7V3AilGtycxy4sABdgGaQ+5HHFEoo84nkcpRNEsz3MixgqwqlFrs11USiWuMVXLib9ltNtNm/YIOhsEadPCpPXaPYFPGVhz8un71NiTm+/vabAABR1po4TLQ9+gDcvbcTuVE3sVM5V/2uQyzcYOUEQ2AAF6anTplgx3drrdvPOAGB+rJPKxXsAHSXpH9cOyOlCpbOS6hfVdZIUm0LQ5t4z2JW02t2MneNWqTw8vFV2q6Lv52hfLULJa53XOtedyRZWEqrM6Q1r1AwZFztQBfekSvRHkg5CgCjHguWMlx8nOv9NEhZELnZkfFYw8lcSHZdusLbswxbj9gPF7S9MSrkHNfbmW4rf+uwv2pPNxCnsqDS2FrLkhZJI0XCyeiAEtzVSN4t7VPrIkcx2L6Yx8Q7yvbVlcX6MuW4GcLXmZZ+LmKY8HhYYdxnn0dncWdRBBI0rmqwOcKoL21sUTxBnUa62IzidCI8wpCpJ5Jx19DVZrPpFkV7HXbbu6nJ8msDzgc4njUpZR3CIg7VA8IQLYajNWlLc43K2a5KiUcMUW92JJRwNOqhdegEAGDx+PWyDYV9Sm2ECV25iXIoTpvlh6Ufq5MZ2SSuMOzL+D7DUPmOChJYILrMv5Szg55m6FkSWdRsf6bpGioIxscf2MliR+tBx5WGq+pi36DRkX9TEwROk4mfUWCxRVJDhT9aPGfGezrKpVSAbMP9NNzN9ZvWLYSMefIpqg9v8/Dw8PDw8PDw8PDY07i64W11jcFoCKpGYlxZ9AZKn1GmkSvClZ78PraTZZsysXEoXo6FQ+KJPnb9zTh18x0AgBZZnIcelNXvbGcGAPCSFx1GAGFrLpyT1fO5cyKBPTOzHwBwaelhFAwBWl6XRi42mKxF0YCZUY4tUo2jsXikFueYjFgU2BInDVLSzZ3pWQBAWcpxZ6aBRy9ypZ+STlwUNqikJ6AsDC6ck4TiRnuGnxKSN026sNursNWV7dVrq/K+0y3SjAWQkB/NlJfUbLNgwkJoscGJV1K9TyzCZSdyhOYFUJzUArDGIFCvlwWMY8p2JiYrDxwgcAyEUrhatLDS0LEwciFXY2YW5vwMtrFDsXrbXWgMeJza7WNIAceRFmOk/C6LyuW9AapEMwrls2ImZlUFiOjZm5qRdyEsmJhLOv7WqcP4mgUJYzvSlrCmzqyIaEQML1t78BEsfUiYntkhQ0li8UqebmwAAEZBNakkRinuiazxtrArDXupNXFzm9uG90VD3QKr59LsSlLcdeySGMNgj7vOt8MEKEsNh0jc+zsJJdDQL7J4SYL2nHh/RxuSxK8Bhq64rC1R0m5U1vbs50T2vrcqTMmpF9+G1ozYxERTgKyeCgCYCXtfqxR+vdPdV1J2GwAihipF25hplYVvZuLp1uKm+qzLGo8Pjwsm4bhy7TVGPen/N86KnPrG6joAYMBC1HHSAgJ5jzSk1NJ1HnEcMWHo3mvn4rwsXK/edkOMC6+rt/8Vtq4nEQ/GbGO29iisRVkWLlymzEs33qmwSZQy0Z5VDuvaYkSJapXeVW95ue1xxwyxbTHiQRkjDX8tx0Mn+6+FojUx29CD3G4apMycnmoyjJb9ixZnztpNF1qZD2SgVztPWy1kU/JOaUHVzbMSpVHz3UwamXvOxYjy/ZoZzj61tsCwT3GRdZX6j/g39uN5BTuaCB8AwIDlM7a4T5nXaM/NyDa8jmIobJl1/bB1BWI1pF3vvStwDAPLv8VV6YQf9iqMAbLIosHwtrIwWNewK767Mywq75L74xAx7WiUaziXPLN2wtIrsI4hKnQ4LBmxwOiIIMiwce6itCMRW95/QhifrM2IobiB/orMWzfPnQYAV1C50BIFJgHr42KGoXPxtmhb7VsHViWvmdKhYXbFRIhGpzuu3AFtITROydsVbQ00MkXnnFMGjMx0855a5ak5NRmODahNghYb2WA7GDmK9T5ArTFEnIi2gsvmRoCTwA+eQhfGMz0eHh4eHh4eHh4eHnsaVzmnp0Y+HqPLGL5+YTDekL9lTMzOuRLUUNeiCtxyrq0FkxjjOn9AYiFPHL8OhxanAQCNJotrtSXufGNN4mp76xdx9rwk4S0vS4z6iAl+3T7pmXAWIxb5Unnf9pQkcbeb4k06s7SKjaE0eoW5RfsprHB+uY8pSl6rBOWFs8LQnLxe8iA67ZEr8MTdsch4fI3ttHaEVoMr+0wCLbeYdBsY+T3OLNY3pB0qsXnDCUlsG/+TUwCAhx/4Aiy9RGlfltz1GWGcAuaJmKCeyMuqx1Jj51XsoK5grXrnsecRBAGarQYmXtltnlqVe3SeXIVx+QTGsQz0Wm/Lo9LtNRk/5DYu16coXFEuLbQYVTvzFEpbuTdXxQ5AGc2SDy0oC/Q2JAdjfbjK/ZkHFEZYYEGzjPlsoy15/66D2ODX7n8R5lLJCWqSUc0YN94jC3nxbz+F6FJ3xzX26GU91xSveq/ecF5R9fLA5WTwuoKJIENlVchENo0prxpFict/ClVqfiznGJfiEgrD1Elc50Wx973nADTnJS81F7KGBvYHzEtxYgNqGxaYWpR+bfSAMOIx5B6WlC6vy8oxKSOVW2afdulR8WDnwy3c9DLJ90qOUgBAhTU0ARYGNV2AxVi80P01scd8sO7OFfGBzxw4CADIFuUzTgzGXdmuxyK0mguinsbm7CysFkBl3pu+gyo3HAQhYro/Aya4D1Tel31sFMawRtlQlTSmZzNWb3swUVRwygzgtW77dAnNZsemJfdd3+jj7Dle/1wLI9Uc36OwAMrKwijbXJQTdo4ucy2QXLNPrMoCBYVWSgoXaGK2Mg5pFqHN+UCDSfzKxlTUzrWjoSvMmbAiY6Mp/Z+h27tlretzWg15bxLKSsepfEZRMHnIyhyxH087HcRkInX70aY83+GazDfiOETA5IacrIvKSJtoEvGibRoy92Ok/SfPmUQRat4PzW8LNnN+l+a1Z5oAc4u0eLnanjLtSQBEOsaQzQpalNLWPjqIHPseVKX7fa8iDICp1oSZyEcBmkwg6ZD9UemnINT8V4NuwagF3p8Oo3ja/LSVQc05lBbh7S2LfaiQQZKmqMYyX11mMfmaZR7mD0m0RdZoIu9tSNu6Mv41WuyzGenTW1tBK6WtxFpCgGxdaFHw2tKGtHmmzbm3Ms+wjvlTWsSl9HDeUeaTPG+d7gyVjWkyn6lhUWuumuZl0paUsd3qirjC9vsQMvKIqWcI4wCpk6bWXGb5rsR+UQIV563dOnDtfSLsbQv28PDw8PDw8PDw8HjB4ypLcRggjJ3AZzO2yOm9OL/OH+nV7hWT+O+MHsqIGoFz+2YAAO22eJ7PnbsPYypZBCzqlKq3pSe/X7z4MKpK/j1kfPBFKq2N6VGZPXgC40pWpNNTTC5yMYMa55u7q6kZE5mRBTp8bAHL51fZbkpZNunio5c6iULnLFrekOs6StWYQ8fEy56XI8yQYbJW8zLkBq2vq+xwjuNU+tjclLj8qRnR0D529AYAwOraRRQ5PRDMMaqXuXweq25lABPIb6qy5XSTVBrW2IlqmXkBFH20FmVeTmS9a+skZ0OniKUxz5MYffV8hI7B0PhtVc2KXdHCca25PFQ6IaNRWoNCc4EYez0eslAnPTI2AGpDDzY9l0E4UZIBRO50DLGVsVU5bNWdrDFNhSONE5+hfb+6I+zOTDmFlHLv2aywi30yRqufu0+Oc24VcV/OUasYWCznOpeIvVbVGBXfN+tkhFU6mDZlQ9TMNSsqxqRThlOLlIYmcexkQS/RKCc7wX2TeMIMqfrbCwHWBihUwjOOAUqEl/SqD9gHtplfWFugPTsDAFhnwdtgzOKw9FSWtYWld06l12uyQQWV/5YurKH4+08AAF5EpmJqnn1Yn8pVKBzb0l0VOfMtSmGHodiesRZB2GRbt3hN9Mw3mzj/+XsBAL1ViXdXFbaC7KY1BVoa885Y+Ml7If3u7MGTyKalTx2M9GbJPhnzeOpijJo5diVZAt1f80RMUDsGbMJ6a7+pOYCT/qJ2ksQsUr0m9+7jj6xgk/K0w2qIgd3JGu012BrIx7VTcKzGhcv/UgI4p0KV5RheDMcoqN42HipDxHxY5qKkjQgZPd2q4laN5B5XQ7FBlBUy5r02yWQ0pmgnLgGzdjlwaaz9uOZ6yfGVIqtOAAEAAElEQVRtUSBmCYkwpfIcdYKDKESgOYfcrzUv79uYBaP7G1toav7vaKedgaUGTBy562hRja6/pX292GJ/mCNniYKMbINKaLfaKoOcunumFSWTBiW4WSC1Od1GxqqRyk7VmgunEviYjGMwwZ5XxAwDg6lWiJUNjdixmKLKWuSUFzVigkqphXGS1aoE3AjJvPPWhUmAIKIqIcfIra70uScaklM+O9tBPZJt1i9JX6l5aQMWUEY97fIfK52TcU6SkSnZqkZokGGKdw65qGFQcWIzP6vXwXF1qCyKQa2MPSkVlY+utnVTmstTcd6YKsPDiKww2pY/li3y/GzjuuSFlpUFiVrEPOc41/xe+b0R24nAJzsLZWsmKnsGW/oqWfukeeee6fHw8PDw8PDw8PDw2NO4yjk9FuVw6OK3w6B23rEulRr6XOWN6dVNQotFrgSnOoytjfkZqOb/EA8+fA8AoN0S77StmVPQFW9PWQ5gK1lhD6iOMjcvHo9LFyXm1tRjTM3Kqru/dY7HYxwmV7X7FwxmJKUBw+HOgnMBgFGR7LjmZS7QQ3q+p2dSzM/K6r2VUPmFq/Kl83LgOG2glVH9o61qSOJBXV+TeHoDg3Vea5SI96lPRiDNhAFrNzMs9+S85Zh1YNQDXmjbw0nNGQ0IdspLGuMJFM67Gex5psfCwtaV80BaWJe8o95zhcb8V2XlChpWqlRS6f0jU1MDmcZwc//haOT2B8SW1K5DellsrX+TfSoDjKlgGKX8W6Q5HXKuxFik9JJmzrfB2N3xGCsrYvONSjyM33TwywAA+6P9PF4bUYM1AvqXAAD9xyTOGKt8X9bXACPulS4Ljj7aphd/n+y7YFJ0qc6Sp7Q9euGdMkwQuPolFVkp9fJorZk4iGH4bqnyXakMFg9U5iVS1lMxUfKCKE4qXOMYdSl9ShzPQa3LKeGxGPLU9MR7mzbpEd4vzN7481Kg02TSXwZJ6hjL0uzMMQsD6ZDteIitZWGRHrpPVPz27Zc+abAuHV8xGk3q8aiKmxUWvSSrl2QNpIm0beOiKBNpzsPCdSfRZw7PxppcY5PeVFU+HA0HGNO7r2JYGWu9hKyxUhclpo9InudowDh35pLUmvuBwMWeFwwoV3WuiPXehoVBwfuqtmn0/TLK6hv3siq5OqBE0aMPy7iy0gix1Za2lbZ0RTL3Kuq6xrA/QuDGSutyrDQPQmvvGPZl+XCMnKxc7oqRyjZN5tukzQRRorkVcq58IDZs+VzDMEST0RgZC+vGLGCqdexQ1q4wM2iXNWW26opFPQODmApzI03VYj6uHQ9hNeGBn/qONcn4rJ4+g2CTOZA8f0mKtmROZ5CmaFKNLj4u79mQJ+uT3Tl3/3lXNyVqSX/XmJJtEyY+V0GAirbbZp2eqf3ibW90yHBmDURkMtV2xyPmDylTaWtYjnl1bfd8nmRdA91hgIqs41w2maOq2qgyuyPaa2VDTFPlV3Ma9VMVxeI4RJyJHeC8sBzTVBvMyD62ZmdQj7Tf4FyuLfs0p2YAAPmo75i3UGuKMYKiYn/YaEcI+cyUmdOctmFtMDvFHCIqv477bDMmDHZxGUPkyq/Ven3AkG2teI5Om6ptqnxXwdUarLsSJTJmrSN272g1A4RkzNJ4J9OjppkG2xgmZaz0/eM6YVRPaiO140l+3hPh6i56aovhYBI2ZG3gFjcsIOsKZSrVta9jcEw0ADAzJ79tkuqrnGTowFHRltyaTqL02vORdUmHlpPQrZ4MRCYW41u+cAH7jt8i++cyaRsyaSxIZTA/dHgRi2fkiaUxOyxS7kGSYWZGOtwzZ7UTYSFSJg43F9poNmicoXQw03Ni2DETbMd5iIR082AgnWSTHfvC/GEAwNraOta3ZMJRVfIStftiWBkHkzhtYoZ0+pALxVFM0QaVDgyAulTZY4YUBTstfhyUqFxio318QfU9CBvAhVwZBK6Yq5PbhYoLwH065lerr/Or0tGjwRBtdnSagJpy8C6ZQF2UhZNrdsq4OnllIvgoHKJfsgguJ4t1rFS32HZsDBboSTgUyTvxEEMXqjJ3E79X7b8VAHAqYIXdTOy8mpqCjTYAAMNVSXYPKXZQXJCFjRkPUTCs7VwkdvXYIflbe17en1YdYoaVykcspLcyplgIO90AQFUzBE4lglXAgHKeGRJE7K5KyP41Fz1RoO91gDEnOlmc7vlQDIChVFXhnDKNqHAS9Anf+TrmxoHabOWkameOHgIAPHavLHqiYAMAUAUd1Eaem6W+qE7udSC3QYSC4ZHLl6QPykfSX82yyHNRbABW2tF2yeNynN6WhkcMUKnkK0M+tjaY5B8EaDIcp6Jtj0ZDXg6liUdD9HtiN50OnQqcoMQJwyVXl5FbaRO4EIr4WUYqImKddHAyMyPbaAJ8S5xOFZowGqrM/lplkLUwdhDFCLiNFmJduiCOgnMX5P4Ob1nAuNKSANWen0xaK+NkyF6yMsZJ3+sERp0UKr9e5CVGHFtV4Egdc2EyKRbrCmqy3yy5SFZXT5LGbrGTtlTWmrady3gdxpPwNC0qap20OsN3Wu3JZIqPq2SfPFhfR13IeSN1bLFvz7jIMFGCzWXpH+ePZGwHC46ySHBRDJG2pL+eYihdwD55yDD48SDHcFXeEy0WGrBwaanywQHQWZB5xfzxozuuXYtbirDOZEwAgJqOYRUtqerKOfqKonQOuL2KugZGfYspLiiSwCAIdC5JAYIRC9rSYdhphIjpuI407Fwz7F0pgACNKXmOYSrztMU5eR4L++U5NVoZqkBsKI5EyEUl9NV7Yiug4GLccIxMNfySIlxpUSEZ6wJePnLOlWdnrRPboum6iYtrcmhcu90YqsIuKrleApWWEpDLQrOlcyT5buuJ8MiI6RT9rmzD4QEwkwWK7qdz90TLVdTWjTnq1NK+osd9upUBdRnQSvGkix4f3ubh4eHh4eHh4eHhsadxlcPbRF7ZscCBdatola1TGk5Dvm44bjCzT6ieVkNlQ+k5bIgnZHN9DQukbodM2l1bE8+jJln1u2M0WHQs4WcrFQ9Msk+O++gDS6gp8xjEcrxHH5OQs2M3TLHNY8xOyZJyaUXd/PK9mUXYVKltLqOLimIHTE7MsjbGuYQLDV3bxDs6HYnXdWqmg7IWb6axSi1zhTx1DIAk1C8tSSjIdEcEDDpMVFxdlzb3Bz3MzYjHQBNxhzPiQR3x+KWpYVh5s+K5dFU9rKXNo9AgZNhQGFrYrb2eJG5gEMBaLZA5EXWo9R5d5vGzde3cC7VKgKsXrZZ9+70+Unq7NaGvrMnq8HsYBjB8LWuj8o47j4fQYKsgS8mkXxXw0AphobXoFOJdPmXEc/gJhtOMBiVOtYTZ+fKGyJtHZDZrDbkJu6gHIliQVvK+VSssjreyIZ9RhfW22Mi9EGn2B7ck2TwoNIQtQEivtzIFIbMrm2nT3YMerycnra9RhOpFL/pj5Aw7GcfkxpVtI+UeR7ETNRjnY/cc9jIsLMqqQu1quYaOlVQvssomh7QrYydevemD0neYWfE2DpfFg1zZAjZWuVWKGxjarrIYYYFCpYR7YhsFE7vVQ9iOmkCtnlE+SwpbFDk1+wu4gryjnGwmBQ3CqIHg6HEAQBQqe0RPJ0Mri3KMUr3zbbmeQs9JyeM4jABK/8YdvssUd2FUCOqiQDHUfpcFheeFoX+Axa4fOL3i7CqOXeU+fjKRPYpc2FBI9idi6MUWZWsHqFGWkzDEPU70wFq7jSUHoixGbXYyh3obx2SEx6MCo7GGWcnfEmV6eO+bnYYLn6zIAJa0D733zU6GxhRlyRvKdlDYh5EYcZq5/ep8Z/8SxjL2xY2mk9+vCmVCGKmyvgXLvkuFD3RwCBnmlnaaGG7I/ETDJ5sMmwxT2nJ/hEaixZcpr90hK8R5y4GTB3EJF3nNDK/Te8jryjotzB9lUWmG1+l90hCluiwmYcWlFn/dWci6LIttRdPzPc9IBsaiFZVIdJJaWxeqpmFXJfvDOaZdIDRINWrhsnAyFeuI0hBxk4wfxSM609KfpZTMT5MIJmTfFjBMuCf92oBh8EVlUbIPiVLZv8m+O+rznIFBWsxIW5f7PJe0eaZdoqy1X1fZdb12Xl9sHMOtMtahRp1wnBkPgZhsDc3bXatuUxcACUR0GdambIwGaQWwGFCQRlUX1CadfoaRgrHAtsga2nCvYLHgymB/RlbY4kmDhT3T4+Hh4eHh4eHh4eGxp3F1mR4AJQLETFyKDEAnOFpNWZs1mRA9NydejYV9IaYXxNM8NSVJ1ufOipfj4S98GgCw/+ACNrri1c4Z16gJiprkeOK2I+j2xXuoSVQhvXExY7sPHDqEAYtDzS6Kl2TpoiSeZsyxsWMgYhztxXXxLK2t0WvTTFEyP0ZrzWUsZlkxQXZt5RI26O2ZpZdckzW7zNHJ2rOoCiYUW96H/VJ4tJUK42SLDSRc/XYHEiO6ti4ehP2L4hnd2Ooipwen3RaPZU3xgz6TqGxYo2RuUsFzZYxndQm7jQYCJoLWtgDO7+21soF4qrUYqDETmXFXqI0eR7OD1aE8uHo0LwsAL4oC+YjPg5Kp6jUeVSq/XDoBBPVmWPUeVSrjXOJif0N+M2QmNe6YNhHUYwQQVu94LvY9zRjxuO7hVQsiaz4bil0gErvK6dWK88+iQYns4KL8lp+X96emTY06Af4hkPy6e3AWADAgC1hvkaVCjWRazj83J3kRi4xxn4rEVbTa30K3ENvXXCcnqsG4435v5DzCFXMwXCJ5qGIjFSK6rWqLF4aQgbWoy3LCQAYhLBkHzWtRG1XXWVUbhPR3xfQWNo5JruAWxVTqonLS0KrlayMVIGDORVmhIqMyYLJ1RJnc0Irt2XaEhJXlrBbP62sOjeZGxk5iVXPJ9cltrSwj64jdTs9L/z9gkdIgoJBBb4CShabrWratSoodqPgHgLAg01NqLDzz17RgZF6jGJBZZy5l0tb+Vs412zGYbss5CtJrmvNQub5/CN4iVLxmVckujgjDOqpqVEYLB1o8uW9yb8DWNcCxM26kiFPN26O3dqzCFGIXw0HuxA1Ssh9NhoQ02ipTHaNmVEXOXJ6QDJIWbWzPdBDTHR0yzw0saOxqbdY1ap5Xc1xVbCCh/QHAuKdCHwk/GUGx2UPWlndJZa3HPcr5kz1sTXcwXKOwEMcBbYAWDLUAqkLzQtg0Rp+U7P+n5prIe2KXg3WZ7yQsqNpsShtm9+9Da26Kx+ZFqliO5pKVhSReAChyynzTNa/F1csidyUCyjKfFOneq7BWwgwciWtcpMZgTNuNdjIkYVhANQUq9qtOWp2/J1kTTZYUufUlTLJkXm5k5TMOmkjJVKuQwYh2EtLekNfoHLwRAFCsPyBtVNny6Rl3CUpW1pmMz/Oz7HPHFhUZ5phCSZpHn2u6lgUCq8zV5LYAQJ+MTZgBHTkd4lDFCbZ1tgBsaTGkIkJeMoeZrJBTJrCTMhtDZXy0K9RBwBj3o7JRA7JVaxx3ZhKrXQvicNt7/QTY27NXDw8PDw8PDw8PD48XPK4q0xMYoJlMJJ7rCsgYxzfD+Mh9R8RTMbc4AwAYj7awtiSr1d6GeOoyxuV2TsiquN/tAoyRrbkq1yKFKT0g65vraHNp2mjKZevK9PwZ8W4GQRO1kWWqFge97qRIuo4oBz1Yy7F/kW2clt8eeFQ84AcPzjo57Ra9mzMzzB9iTs3GZonRWM577GZKYdLLs74m19eZrtDqyA05cuQkbx6lO6k2kyYpjhwWNmpNlV+ovJJRae7k8Ztx5txDAODUmsJZylvTkxmZMfoDlWSUU1lVe+I+c/MZalVwCuMnl8bYK7Db5TmtY29cXPQkmQf8YbIrc29CjfHnNlVVYkgJ9Q6lRVuJeBNDHmCEMXKVbXZ6j/JRlBNXzOpQnl9Z0R4i2pJ6aJIKVSx/O8DcsUPpDACguX8aL2pK/lhiqXao7F4g9tJsbyAekf15TDzrNSWDSzK1F7ICf10/AgDosdCkqtbotUdRhE4m51hkccgG2de8yzj20cjlk2lRxwhkFsca7x/AxCoDSm8ab0wcKrMhCkNy/heAjYKe4bpETVsxJnRKlqrMpPliEzW7yuXxKeaOSj934RP3AhDWoyZrGCtTY5XRUNWxAAWlXSt67mIy22N6jPvDSX9XWqoMsa0aNl9WJTY3xQOuqmdxRsW2KsTmsuRntmYkt3NmgUpqhdhjtS8Awg0AQB1OCvgCQOTyFYGcthFQyj1symdKFtuaDKaSvrPmNSeUvi7psb3xusM4fnyB16HMLsczHdds5XIw1R4/fVpy3pYyVXOaiFQ/mVdyz8AYIAxdTmOapUg5JqoiWNWVezVSJjCvnIdZ08imWDS83VYFvsAV1CwpH62qei1WPUw7bcfwhPRK18yRUMW2cthDNdIyAHKObEb6q6zDfrC76QoypmR/lH0fbXQdy5y2pnZc+mBDIjGS6Q4aLKLbXduQ9lDCutrG6ivTU4zFvmvtS9mPTs223LCTNmT/OJL7ocWB2zNTjomoyKgaZR+Vzalzp3iXU1Gz1ndb2aA8d7lOeVns+ZwewMBYMxnfgwC9ghEw2c68He1Po3Aiuz4qqIxntag2c9Y7HcRUFs7Yb+XM5Tb5Crc9AEQd/k3mlGPapJ7LhAYzx0VxdWUoEU/LF07zb2IDrWbi+uzZfVrCgc9wEKCgCmAcaRSSHDtgwo0ta6ekFvM+sMtEzXZMz4ZIU7LrtKtQiZ5KFd4Mxsy5YRfr8oiSYBINU2iOkUpV85yq6hiHFiXzUpVBv9SX43aoXjuTWUfhRE8xRX0hdLceHh4eHh4eHh4eHi9gXFWmp7bAILdI6W0xMGg1mMvTYczuFIttaTxuexEbq7IiViWLdluWjfv3nQAAfGHtPlRkIvbvE+9Mpz0DAEgSWV1vdVdxgHk6NWOxh4y77G1tyL4HT6E/Eq/21tYlbivtGXTl9831AQ4eFm/Nq79c8iL+7MMPAwC6/RrTFCDfaFBJggzUYMCY2bpEk+Iux44wn4Jrz42NZW67jnZTFDkOHBZ1rYLqVltr0q52K0HLildgOHpUroPeqzV6CQ4euAFr9CSNeV3ZtNz71kiuq7+xhS5jdmPWTej15Pv8jNzn7tYYQ8Ylzy/u9GLtRVhYKc6mXi1jXLG2iVwbP1w9KOsqeCWM89ZPreWQb3ZRkHVpzoi9NslEKkMSRZHzAEfVTkZDvU91VWGlL6zgsJDnm0KVo+jiCMYojdhMVsmzu2VLDO/UsUOYMvIcVUEpD0UJMJ0WW0qCFuwSazptqdqWfG6x+NjHsou4mMv5Q7oVM7p02lQcarVSNOihVE/Q0nnxbF06K3l4ZdsimFVFITKSI/XIyj4mNACLFoZkcVUNShnOKIwQqoJeXTiGY0/DijqgBT16MC7XSRWEtE6UuxvWbpMflL915oXhULWywaUV533W/hIR4/xrjVsvXXFFw20q9iUmVcW3AKPRzjy4irV9GlQzCoMK65qbwFo807NUvEpT9PtiYyuXxG6O3iAx7WoHM2EDIWutjQcbcn6+i5V6H4sKhdYjo3c7YJ8WG71fERLWBIKqbXIcAnMl0jRGVe28dzWUCdPbq0UMpaAjAKwwn6qv/Uhp3XOJ8mpb9b29iSAwyFoZMg5+aRq5XICc1z7WXJ6eKonV27zp9Bi3pV9p8DhSa4aeakYmKHuTtKnUljYQMyfCaJ6a1vWj67js9aDToWRK+sbmnDB6sdYZ21x3OV4NskAVi30njQRxS7ZLmD9k+U6MOR5HSYaY+WD5BWE2e1TCDJtaXypwuXiqEBclOj6rB9wgpZJtfEjYz5QFyrOW1oGrXZ6fFlmFjieVMmlDlJovxOvQnB1VSMzz3DGk47x0rOZehQmAOJ280+M8cEXCdYxTFlfHGrtNgSxgLZ9GzMLzCdWI508gIOtsec/BOmO8vdhcWcfyIzLH/cz9oha5jwU/9+2T+WDY7Lh2bG3J+/L//oWM2VPMkXv1Kw6jw3zxmJFUpRb+tZM8c1XwtKG+N/K9LDAprqy5iGRaWCsVjZadTI/4GV9WOLTMgYh/bDS0HXpuVWoDrL6/tD1lehqaflcDmuK7wRwhDik4zJpDZQ1kE8G9J8VVXfQAMvDqYByGBllTrmZ6Xjozji2oSxZADBJkpMR1EtPIpOMZMflubmEaKRc3TQ5WY1LDGeUAF+YXMGS14eUV0s0UJ0iZgBjEBkf23QwAWF9nBVnKq64vLQGQzlc7wYOHTwAA2p+QCePZc5dw43XSjoAderfHEJGYya/lCLPTctv375fE3LU1CX0YDOVFWV9dx34WM20zzG31kixatAp5EYdoUtTg4D5JQl7fkDa22MG3mgnaXPwNOKA0+TI0uNCr8gTznFnqhNlSmlbDhi4udZHy5dla7brwlr0MW9eTIqy2dmFXTp1WJSm3DbjNpjzjJovL2ZDFzJZlcl9XBhFtrkvbNQxL0AWnCSo30OtddmEzHKDrukR3LM9sc0xRDMpSa9iSCccoQybmUuzglrGc45a5/QgDGRyLfEPO35RONuZixVwqUG5yscPQzh4npA/OMyH9RIljQy3aKL+prKrKrZo6QMBBfH1dBvrTDwgtP6aYxnSnhYqdY8RFz3CJcsaUOY6mElitcs3YpZSJ9Xk5KeyqUsGduQgbugDcw7DWoigqmFon2jm0urqGZDpxFUpEh3EGS+PWRXukYcaH2Sc9dhYVJ+o5E6G10JzaZ5DKZBYAIoZKJLQ5tyww0xhryGItA3riEk4p559GGCaaRM4FiVHJ1DHGdOb06MBxBfs4SqdpjR4FFAylq2O2WSe1pqic9HBVsxAjBQ1UajWIIwRMUs65sGmyoKChvPV42MPKJS4i9T67jkInQcb1HTkXgRsMU9HjNsYF5lekrQtVjXS8t8sABEGARjNFpk6eYFv4sPZvnK0MVUyitsh431stLUZK4Q0WGw1QoODiUcPaYgpT6DgdpYmTvrecF0SR2NCYgjDFaIxsRvrEjAnhWswzCCYCNRmL1qowQsSxNklTZB2xlTBln17T2aMLLlu5pHMVxBluig1kKoyTxO7lccUi2beqnLQ1FjFDhGvo/dTYdNpmXaKmnWsonBYezSnWVOWjHSGZgIgVAJMFaF7UKAoVCan2vCPJQMJuBxyHahMj4NikohqBiu3opBxAxH6jzSLhkwLOYgvJ3PUo6ZApcl1QMil/izL5cYFPPSL3/bc/KikXLzsk23zNvCxu9y+edA6eHsVb7jsn+994kAusThvGUOKaqwPDkLYosG4OU05UPOS6aAuhAQotaspuKePii9NJmNANMyj53mpYm8pU28KCrzsihrMxctSllozKAOrmZReOBsciNekwtNB1+/KIYXvZTudzlhpXBiQN8KQSRj68zcPDw8PDw8PDw8NjT+MpmZ4zZ87gu77ru7C0tARjDN761rfiB3/wB7G2toZv//Zvx+nTp3HixAm8733vwyyLJD0ZwmAir9tpGcwvKl3NAogaLsHV59j2XTOTTNZoU1P0LtOdlqYzCJnoP0VJ5rVSv8uqeJTnTmRgeoZypvQCnjp8l7Sh0UGrTbo4kpC1+z8nHvClVVk575tLsciwumkmZl93RDw6p8+soz4p/25Py3Vp6E1C7884H6FBb38SS1tZnwyjsXjAu2sbKEj5a1iZrs4310UaODHzOHjwZv6mlKF4/SuyZGlicOiQhOCNS97fDflbqyXnSsIGukZDXKSQ6bETLwMArFw8LdeQ3+cSR8fDHq7FHPEra6fb+UgRBzDOC6KiDwwD0F2CFCElmOOA7gx66OKEoTGz08i0UFwi7pCcoT5NChHAGpcc64QMVLqUHs3ROMcwE/u+yNCJk/QEhdNM2EWFOqHHNJFWHtgv9tY5MIVxT+wqSD4PAIg69HYz8RCDHJZeoiHfxY1pcducPyif7YUmGvSC9lgYcKsv70mX3qtG2ETKdmzQ9pycJ8P/Gp3UJSqPu/QaqedeZarrAmFAT71KYjJ8I+HvRW1hKWPcWgwRRNemV/JK2qq1Ncpy4O4TkLhiyRX7Hi0uOBrKs21FTcdQVs5LJ/dy7jiLMt9jMd6QZ6iFPpWNCzsMoYliGBY5htF+m+8H1A06Yd8Cevuyhkpga3hTjg7Z75KJwCHfmWJUwRr5d9ZiH6asIuW2TQCkbWUHVJaXicRkJxOE2zSAeR0M19NB0EQxcoaiqmxxmsm1zi0Iq35peQl5zne30PDKnQU0q7JExXaMeV9jJi+nTNLHxREG5+W35Nbpa1LM4EraaRAYNJrJRJLcWPfOF7kyk5oAzZ2sdQxki+OPRn00GEpmRxUK3uOQ8TAZ7dOxMWnqEsrVG6ysUs1nGaUZmpTUb7EvTSlZrYx7mDaQMbxNxVTihrJBxs0vQrJIlmFp+mzL0cDNa1IKZGytC3tp2R83ZkIXaha4oq3sqzn2WFMgJMudUZRpzHlCTlY0Cifhk5bxRipgUKqesa2d+IOKJ4wp+619hjWh1BYBsL45dP3FtYQraae1BQZFhLLW8DBgTNYn00LDgc5NJ4xEk2UUlP7QYuYhI5DizkHkPZlzaeights2aK+NqSYal4ThUTn/ulaRFdlmev/1CPjs9fPEgjyTfdMaXVEBicauURJd48Ns7WT89VGqoIHO6wJjQXNCRHGDqXnaO6c2VV2j6vMdKvS9DXh9HFPMRBZb3z99F2qVag8MQrKejFxVtXAXJhdag2UWXo15nBmKSmiIYZBsE1QIt7Okj8dTdrVRFOE//+f/jM997nP46Ec/il/4hV/A5z73ObzjHe/Aa17zGjzwwAN4zWteg3e84x1PdSgPj+cM3k49dgu8rXrsBng79dgN8Hbq8UzwlEzPwYMHcfCgMACdTge33HILzp07h/e///340Ic+BAB485vfjK/+6q/GO9/5zqc8YW2Ni+lutQO0uLyLo53J9CFzHcpBz3kxO9OSM6EJ4upZB3IYeswLJm1PUTayrGTb+fmD6DFOdaMrbMnWluQYdLckxvXoiVux79B1AIDeFqVKRxsAgMGAcZ1TBh0eu9kQz/mtt1wPAHj4sY+jZFyjylBXlC4cjTVvpumSBTvTEj+fpIz9DaXY6mBcIOb+s/OSTLnVFQGDXk+85XNzB1Ez96bREe/FIlfM/Z7kI3U3N9Fpi/dKZWIDLT6ZCr00GmwipNRhZ1o8XDW9tiXkXPsOttBkvPJ4kCC6n16NawhX2k5NYBGpSIEtETF5O6V7JKD3usfk2TowAG3QkP5RW27QA1gvziGbExs2keT0aJG6gh63OEwAlWamlyYkn6Qqj7C1k3h+eE3yhV65n5LRjHUPrQEoI20o67hwqzCTQWIQRBQsaLDYXsw8pA3KmY4MRmRdNuiJfYx5d32Kj5x7rI+R2QAAjIayX68/3nHtrX0tDIYUXaAX0jA3XD2XjWaEkNfaY+Fe44qU8poT6/qBgEyGSnir+G8AiyZ1NkyWu2Kc1xqupK1aa1AUoWPP5W6QNak074zbOuqydsmnqk2q+T8zC9IntRcOor/yELenZG4j3XHuetR1sva5ajpTGnXM4o9TUynqmlLAlGPVvl1z1PLcYDxS+k4+YrKTzVbHMfoqXLHJ3LCZeXmvGq0GUubRqXd72N2Q7/Sax40masq7u+R45vgEjokqkTAbNyDDo1LAB4+ICE6cxs7GC/YPLqGXNh/HsWMo1lbFuzu8715pz7q04SxiCZ4H0Mwil8N0LeFK96mBAWqyMkEQwNCnq4W/tSi2eoeLcpI/ocJGYaJJ17QJ2ImEcKSFTzmnYAJBFIUwzFnRJPDxUJ6DuoebMx20KPecks0JEtop+5msM4WQyeI12ZJUi55GBrZUeWE5tI7zah91UTjBjw7HgUFPGRqWm6hrl2dTjDUnR/6mFhI3Wy6nx3CsDjUXjUxNXZiJ2I6yXEygV4a8rivkFFjKRypjzVwUshqjcY6Hzkuf/EefWcVq79rLPbuidmoCGJNMbLAO9DVFzD5WGeou9QgOtQqXD+NETJRJZJmIKJtxdlrmGgHC+du0zN/y7iqOzokNv+ZWmW8lNeXXGzJ2Ty3e4Ar8LuyXMgNfdfsxAECbOW351iYa+3Ug3Fnsu7aTUgE6btY6MHDuWtWAoX1lZI8SBqIUjMAox1bJfUfJlKVGDfDU4WRcceekTY5LjTqoUJB60lweVkFwY9TaENiigMGR1s4SIUzfkwLu3GErN08qZvCMhAxOnz6Ne+65B694xSuwtLTkDO3AgQNYYqL/5Xjve9+L9773vQAmCU8eHs8lvlg7VQUqD4/nGl+srfY5yfHweC7xxdrplmYpe3g8h/ji7XRvqyh6PINFT6/Xwxvf+Ea8+93vxtTUTtliY8y2wnc78da3vhVvfetbAUjBzjSqkaSMz0sijAbiYYi5ouz2OIhX4oFoTMUwDP4tueodUX1kNlU1ngKhZSw4VO2FS1PmHGz2Npzq2zQLj168IIxPn1LR1934JZiZnwEA1KV8BqrSxfXaXAcYjYRJyWJheDROdLqdoNEUZka9LBss6DjoiUfeRC202yrHKkzVLGM6jxwQb+XZx0ZoN+Tfs/MSYz/Kb+Zx5H7t2zfnJFstVYhKeqQSei7LfIQGdfw6bRZy7YnXfWNFFOPCoEKbuRoZGYGttUekrZRfTLIETedCrybxodcgroSdpu0Mtiwn3oK6xnQudrS/lGem3rgIlFlthAiZlzYYq4y0fA/4nLLpBuIWvSJUXhmTZVRlnsXFQ47dGFv18JHx4XO1tnJqco9tyfPs13LOJoNug4Z1kqURFRLbh5g8FnZhQnn+AWlXy0lJTXanWI3Q5wDQmxL7/ELKQnpW7sHWWolLW1t6k+R4dItNLdCLHgFb9G5rAcuQHh0toNZIUoyWVCmu3HGtoOQnEoPSat4I7z37hYqx0bWpQEFDjIuB87Req7gStnr44DzG5RCWanw1DIJAY/lVmY2KjXSLGRO63AYtpKt9bEY2Z/rAfqyfk/5RJZpLMjag8g6SBKEW0uWzKfmMLeVYB8MAKfNz+n1KRNNbr3mYMC0UZFLLsdhTxnEhaoYYjbkd88X0b1mL3vYsc3kLIb2nhgpvlWXxxqCNKFR5eHofyeZo4cogicFXFTHvWUyGoUGme38cAGcl7v7cBZlEbXTZxxd6TyMUvPezLWl7xnEoUWmjLEHQ0ud0batiXQk7PbmYYjQau9zIrJE66tGo3D1zcuJJkhUyqrFGyU5lNo3lL8sSEVkJfY7RNtU2AAijgDq8EwXYcjjgPnLcxsw0GjPC9IS0CzWGkMWYU2NcrpgypFrINIwjFAPpi5VRUbU0vT11XSJgW1tzlL7eZP+tDHmSIKBbXNkXS0XOgMyPiSJ30KBU1oYRB6WqsJWInBor+8dSC0CDxy9RjjUfjUwAh/YtvquPLfXwh/fK/Ojvzw3Rz69dh+CVsNPr90U7IgRCW07KIHD/LsspVByDhzUwkzI6g/Y1GnPMZTRQmDQQcf6ZtWUuGDVkPE4p3V+O+gjGMrd86Y0HAABJJvvPHZG55tSBW5EP5Xkcuv42AEBQCPO9/qjk5wZh4RLjApXV19zNIESk9qxsVrGToamsQYvzcaasuXc0DNVerFMFzEs5DtMhEfCdqsclGnpfOKcZMDdHi5PayjoGU/N9VJp9SHW7tSLCoQ4lwDWgQFNGSR0lMcDlAewIeLLu9GnNXouiwBvf+Ea86U1vwhve8AYAIrd84YJMnC5cuIB9+/Y9nUN5eDxn8HbqsVvgbdVjN8DbqcdugLdTj6eLp2R6rLV4y1vegltuuQVve9vb3O+ve93rcPfdd+Ptb3877r77brz+9a9/ypMZI0lnrbYG6geueGdlqXIRs8id0d8jRKoIRO+hJgUksayc56eBnPUZ1LvbaApDcuCYqJedOXcRQSjnmG+K8Z+sqXfO3J6s0UHEY85SyazBWPEoFI9hpxGhnc0AAErGrbc7wqJ0mhH6LBrZIAuV0kMV0WMdxAkW5+W8LS5bZ1iL5+ZTEk+/fmkTM3PCHjXaWqyVCh8daVfWnsXCAWnrgM720VBib8ddqn/Vlaup02fs7mNnRY2u36XKVRNoUBWpy7yh/kDuZUqPWZyk2FgT70KSVVCv/rWEK2mngEFtA6R06h0apDhsZgAAIeO8z29KrH7E2k8HkwxBIPdruSX2OszoKaRSj40qDDflGfUvsg7UuuyfMj+t7MyhpgdG8zRqrQei9RrKyqltrTC86fSGHG//YeZNoIKhNzKlWmEyx9oUa+cQMvfCMra2ZkHacllscrCUYwtyrZ/P5BwXA2nrvKX3O27Cat4IvWEJPeSq9lcUJYbDnR5PLfbWaKqCS4j+uioKgcfb6SEK48iFx5b0WEaqAMP7E8QWVSh23t/qO2bpWsOVtNXaAnlhECojVseInMLgzmKuyjjKo3L+NXBj2VaLQE5lyFhoubvKYpH0bCYt5lXENSplPFWtKG7zHPQiokRKFilg3SqSmgjIQo9HW46hKcdyvOVLzP9qbqIzK97OrS73d4UTxR6rquPylWL2tyH7Ltsne5DGLufGsshuSk+reibDJEPN8aNiLuhoLPbUY2HsqakpzC9K20Zb9Ngy527EezEa9rDO+iuXmA/RZe5GxhyozNYYMHdvdX3zmqx9dkX7VCsMQ7BNpi7mGKlQNceYeVVVWbu6PrptzDwsV4+mKBFGmnNGltupqNFOA+P6goKRDprjk7TFthrTMwhZZw1kJtX1TKIFQRii5jxDGRaVoIuiCAXHTVVHq1gTyOXSVKVjo/R968zLOWv3/sQIG3L+HqMAtMipYf6RCYCSqnNhujMXp2Tugy1rBEYLnvI32qcy42VRar1SFLT71U1p86O029NLPaz3tPDKtclGXlk7NSjLwOWiBMaAaX0uN2qGc9Qu8xg5WgMAxgVtjvaazcpc09YVorbM71BLrmRN1mz9oswlsqk2mrThfEv6ncM33g4AOPrir5HjBqnLwW60JWLpyEu+Vs7Bedlw+WGEmvfOoqllpWOCdS3WHBxlyTlFRJgGaDU5HtC+rTKINIUwmKjXFTxHTTXLmGxQFgOJMjJ8XUpVXCbTU+VG00IdOaOMmtbkCQ3QSXaqv03mEtwpAEqrbGf9pKb6lIuev/mbv8Gv/uqv4vbbb8ddd90FAPhP/+k/4e1vfzu+7du+Db/8y7+M48eP433ve99THQoGQByVLkksigMYcmpjVt1udjTUQDuHABnpv9R1hpQM1UJ2CJ0cqiZHj0Y6IMrvBw8dAXPGkecscLSoGnek7IoNJKykm0SyaIoiObdWlm23EizOzcg2rKI8YFLkwuIU6oorkGCO28hiZYEFRJOwgcHmOd4RGgk78mNHTwAAPjf1ICLIMQsee5GFTAcM/+u0m+iwcN7sXMZ7KB3VA0tnZBtr8dnPfEZ+e+gB2Z/ZdzkNNbQ52h25H31N/qXxWBbairMY46E8HydFe43hStppVAOLgxBHu3IfDoezGHPwvUCRiEuZ2OCwQ7nkcYWjy2Jzp3IZyM4flucyYOjPcOkSRqsyUbJM/A+0mjsFOAZb60gpa60TSpVWL1XLtS5cGIPKtd5zURalLz0idpI2axjatSZ5G7AoY7HkxBZcaOQGkwgvcNHQi3GpI9f/2VRsOq9VopchO1nmZKQNJ7RTDIVLGLq2tj5AxfansYp7cDHWUGllYEQpX13saLG8UDVuA4NI7RJ6P7gP383mtMGYHHtWTSOw4sy41nAlbdVakU7OmMRqYVFjZ+VwDdHVgRxRhFCTmTVkUBdKfDbtuQ7qkCFiY7HrkOcIY04KwxoVnVaGcTE1k64T9h1hmMLQRtKmLro4WLL7XVsv0GpqyJsuBMTmgnYLi/tZcDdW29CJHsVl8gJgmF3KkKaY4cFwBUmBmDEREZ08uiROaGMmCF2h0ZjhaDkXSBfPi8e42TqJJoVjZhYkHGrMiXDI+xUGU8jpTBj25Tq6rt9lcUwzRpcT4EdPr2N8DYYNXUk7BQwMjCsIHqeRC5O+3BkScZw348q9207IgN1B5aTFC0R0KqWsbO4W+bpoMWZSmJPzjIjOq+acjPPpzCJMunOx45LAVf82BAxtKMzUycCk9HYH/WWxkYKCSWOWEyhGWnwycWIcKuigoacqfR3GiWubdZNThqBCZZEnYXnjkYspknMxKdxW1s00nUgGr0OdR3lVYKtPZ+iSvOOnL8pnryf7bo0Kl3xu8ORFH58vXEk7ra1FXtZOGjkMJ2FfKUO3VWp9iv1RO7aouKiIOINvHjgEAOgckUVL0l5EkMwAAOJH7wMArDE8dsDVRrM/7frqxpT0MbMnXyl/mxeBrXJrE2MWoa8YThlNyXxj5vD1bLNFIxKbq4YMv3QhjuNt4jXsh1maQt+7xnSMINRwdY61DMcP1HbGQJdaIJYGoj6MYqzy8IDlPGDAkGgO+aAfAFkKqL+nYN/b58J9haFwh6crESrARIhrzJA6zWLJbeBUusUB8I9b6lMuer7iK75iUjn5Mnzwgx98qt09PK4KvJ167BZ4W/XYDfB26rEb4O3U45ngGam3XQkYC0TkC21dI07Ve8sEalJkiYYcxE3n0d2iByUKVgAAKQs/ddop6kqOMxyvcX/xyBjKSOYmQrNNxogZTzW9I00WNJ3udNDvbwAAAlJ/B/bNsuHyEUYpZueEsgx4HcOhnGt+ronVdVlhq3Rhpl6oVJakxbgPhFpUr8ltWbSPIRkHD89gZlqYoZULwgptDB7j/uKxOvPIGfRXxdN44rrjAIB+T7xYn/+8sDvnzm6hz1V3g9LgJT1emxviJchjoN+X+9luM8lySotccTluI5c0Phr0XPHMvYqkMjixEeFgIPZi0wQbQ2ENzjPUa2ZG7CKlfW21S5wbstgtQ1n2rcqzfyCVe11srAJ8flrkNKLrMmIclxkWmC3FruYqerjHTMyldHQwytEckUZvyPGWBvIML14nIYo3HJtDSG91xHespHwuBl1UQzlHviZtLM5QSICFbgdBGw8v0kbolay3GF5UMTwojtFgKIiN9b5oUV7ZVhN0gW3Fz+hJTZnQXlcBrHpXAy1cyevTberaueb13qkcvHqIwwSYCcTD1jINXDQ97HXY2qLMc8d0V/UYuYbXaNK4Cr5oWGAYIQefC0NnQr3vnDs0pqecvHp4nuykSvCqx9kahAyhqwMNYdzJuNs6gC3kOSQMHwoilW6V4wz6AzBvGgf3iT0lmRxvfWMT7VlhzTNNCmait3r962rspKqNK21HmyArVQcJIvbBYL9mtPqdysza2nlaJ/rwcpLNrQ353OxibkauI2NoVMKoBJULrmBgyEY2WJR6cU76kvNnKVG8uoLRtPy2vDV2AhB7FdZaFHnhwtUM4EL6EoYkuhBZ2kedGMTKwtEuS4Y21kzyD4xxIcfKfqgQgAvrqgE7qWgMAEgpE5xRvCBozkoH4lo32VbDmowBAs2g5nylorhA0u5g65yM0YMNGSs0SqPiXCKMDUrK9hdDhowGWrScjFFpnempvHaZq1gBE+irHBHDfRKKP9Suv+WLVAWwlUaScBsNv+S9WOuOcf9jwkY9fFbaPOQYM2YkSL8CBqXeDnOtRrhdMRgjbHMSqtx4iJRRDJpEr8VaMw2xrK3rB5OOvNPNA3fJNgeEqTHpFEIeoHPiFQCAcfX3cjgVECjGSFsyfi0ePgUAaC0Ke6ORNr0H7sHa3/++nOu4RHVkN90inwx3q+YPwGzcD2Aiva99nRkbgIWStc/MyaxkU3z/Eutkup1agYaHMpx9bStAQMYoieyOTXs5xUGaFpt9FQGRvwWVvlNsT107QZOa78nZDYZYkznKEuMEETTYJSXLVtYaFgoEnCDMzQQuZO6JcO3KcHl4eHh4eHh4eHh4eFwBXFWmx1opPLTFZLnZuQgJJSg1Tl/lbA2ld21tsLwk3utLF+kN4Qpwa0sk+q4/eRRJqAUzGdvOGMvuQDwqiwcOutjcMT3oDIXEkIl6jdYUpmdEHGD1rOTF7FuQlfLxfdKuudl5Fx+s3hmN0262Wk7yUb2imkyZ0yNUjHM0mKxWFUx8ZGG+DgMUb735Vtz76c8CAH7lf/4JACDLNuRarxPv4qULI8ywmOhLbhOvwGggOT0VC/JVNdBnDpBj0ug10lX5OK+wwYJjBWWZNVutYNzyeNBHTlnDJNtZoHAvIjIB5qM2RvTqDfMuTmfyjGdmZgAAd5TyHIotueefifu40JTneJp5CR0GvcbMc8gbTZf03B6JDR6wcpxDocSWHx3OY+ExilbQax3Ry2Jyif014z4izWujDW2W4o1fpvToqe95GUwsz6qifeXLwgbVxQj5OmPCL9BWVuUcg4G8XA/uy/HYrJwvG4odDLvMv8vlXqRRhP2Mic9DyXWKm3LtG0x+L0sLQxar1KR3FSegF7eqDALG41tel4k1IZSsbB04SXZlfCJ6i2amxLu22OwgpH2v9a9dIYMrCWtrjMe5U1m1NnK5LoG+5IF6xShBjxIlmXHdJtSCxPQCR3GM9oIItLTmJV9sNNLii/TM1RaBFi5lvx2R+WtoEUkbTIQmNH/IsgOn8EdVFugOxNM8zwK4nXl5L7rDEmMyQvMH5Tm74qYsUzDOC1i+KyouoxKt6t2uYZBrboQmsVNuuKJATmgMYLcn/E7yfkpKHq+vrqDDHLmEzHyLrMF4KDkdWRShIPswINOUsKAvxjKWlRtjGOaxbVSlk/zeqzAGCMLAjUNBYByTUtH7qwxeynceReXyBTQvsOJzUMYkMAYRx6TLGR5lbKy1Tq45pue7MS1e8ag9I1vGmXv2WmyRih8TxscCE4sw2/4PRGnqmJjeirwvylyNKbUeVTUGPelTNYcxnJYxZuWSsKGd2SnX/oJubc3fVCYLQeBEHyy99QMeb6glP0zoWhoxeW7EvnGZ8517Ht7Aw+cofsRtFpijqvnT3dIi12eAvQ8DIHKC/lL8NdPcZpc0r3bCDxMhaDJ3piPsy3BARvILfyq/mxrxlBQTTfg5c4pFtvUZbi0jZWmQxeu/TE5F0YLhlvQtg/ElDJcl+qdmCYp6k/WH2IdHaQzkMtbbksxfzXlgMXaFU1USOu0wP2ZKc+pql8NT59pncp8h+0dYx5jE7Pu1skAjk380Uosxpbv1lVbWk7cLdW1UTR7r3JanxGzGXKMQYAAYkozMDsc0Kq6j1ayRF5QJj41WqnlCeKbHw8PDw8PDw8PDw2NP4yrn9FjUZY3VVXrRKoOA8YAZYyHjTLxmdSmej8HWJs6dk5XjhRWV36NH/YJ4l+9/YAMnjsqKeIGx0+NcPCiLR2VdF8c1Lp57GACwRGWgx86K1+1DH/4HAEAri3DyOmFP9lHmN6zEE3LbbfJ7u52i15XfQiq7GXpQm1kDnWmRlN7si+ddQ4m18FqWxjiwIIWnKq7C+5RDjcluffjvH8QffVSurdmaAQDcfEo8VKNS2tzt5ZiZvhUAcPLkHXKSQs55601StGpls4+PfOKTAIDPfUHijcdcVrfaSkkBAy6tNykJG9F/tUBJ2UF3hEALvcXhJDljj6KCwUZoUDN34VI8QG+eSlYsqPjZWp7P7JR4xuqNEu0R46oXyFrQO9KkCsmh9gHcEVAunXY+mwrdqFLPcVUiZQ5bw6j0I5VL6FnO0gyJ85SIB2ezzwJlZyiR++lz0Eqdq6flbzNaWC8vkTNuVlVUhsxzW90nB37gRI0ttr+gxzKkxPSY3kpjInTmyKySsR1ZseleV4sBAiEDhNWDmalqE+1sOOwBqkRLhkBV3NT5iqpGwC+al9ZkMdgDM8JImFEfa315l1aK3KkU7WWUVY3lzQEWDvJ+2xoV+6NYu3dV66k07yVwxW3Vp2lcXLWq5qWYmhevZdwRL2NpxYNt+fxsPnB5QjGfV0pbUelVY60rQD0i49ikRH9VU00QBr2etLHfpyzsnPR3WVlO5FbJvBqeX9UMx3mOirahuYcg86M5Cja0gGH+RaSsEGPYyVbZetImFwOvXl16DnvdHgZkvDL2iZqrFMbSN9fjAkN61XMj72w6K+/iOCMjOm+xn8pw7V4X8QvA/2gMtrE79YRNU7tUJliVCIvShSSogpm64DW3xJpJ4cSA+rVBoP2NbFOXhWOIdJ6RUPk0UCVCE0zkBFUnX49T6btFTzkmfZe2OYgigCxSj4y6ymyPmGcT5AUGPdl/QBl/KQEBDJn7GEQhKuYtDVSy2mqUhTQrH+UI6Mp2uZNkeEYcg6ypkNOmhmRKz5JNevCC5Id8YWkEFcfUApzK8GgORlkDmXsF9n5/CkipCC0XkcWBSLhB5gUAEPM+1Eal+yOELJFSsLQFetIX2KHMyUwYoTr/oGzfkDyy7NCLAABRJv1H3C6dYp9GD+XMCxtuST7uqNrAaB/HOzKbtiv9skZFRGENyygPjTSqmW8cxAFy9rEBQ6am5lR5TotFAyrZx7RZDAsde+V7FlnHwioh2qBSW0KFtf4oQJu5N3o8FWXW7q60wICM06W+tPVAW971Fo0wjib3PmVpBo08ajQnzLFGjtgghlF52ifA3u9pPTw8PDw8PDw8PDxe0LiqTI8xQBIbbA1lRXd2uUIZiIfjxjkq8zAucUhv8sOPDHBGFrKTYkr06vWpDFHUFmN6xzfWxZO2OM0aHaUc5w9+N8elzQ0AwMlbxOt230OyavzEP1BxreriC4/JyvwEC9AljEf/khffDADYd+AGVFTs6vUk70djZdMkxGDMgqUNWY1HAesOGfmc7nTQbsn5A+Z3TNHr9Okv3AMA+MKZC+gPmcvA+3GGqj8nDqhCUORqAC0elnOVVJEbM4/puqlZp2e+xPowIb1rCZVEiqJGRMW6fKTKLXLr+l16QtuJK4SlBQ/3NOoKdriFgPeqMxUh6lE5h4xETgWX85ReqaZiLHbl/m+N6KGYEtfcVy4Lu/PS/uFJHRF6kJuMY21Q8z6LYzRajKueojrKApkeLT2S1QhjLVQnHp39Y/nc2hLP5dq9Z7AxI3b12BLfKdaL6CQZpl8kuv8LJ4V1jKmMVday/43jEufIQH7mgnit7jkrHv9Lpbxj6FTI9qm3Vuxp4zzj0bWkRBC4wHctd6E5PaXW/ckLBM5by1oqobwbqvRmywBGc1XIfM21qX44EM/ler+L9XrbyfY2IQlAavScOd/F8WNkURolemSykwXmRWp9I63giRrlWAs1kdmgspkq6MRxgH0HxSO5epTs9ZL0SVtd8TqW1QBxuFOdssnCikGgCmspopg1x8hsFwXzMchsx0mGkv30yqrYlqWnNUgbiFkdclyoehy9/4a1WiyQV1TzCrId58+1MKQxqMgMVVo4WmutUBkpDEPn4Q2dkpcqu6l60Bg9qmTG0RTPT7Zsm0c8Z5tXU/apmoPxClFaisocrUsbAID2Q2cQJzsLde411LXFcDh2DEVdjRFF6plmTsBI80+JMIANJvljwLZ7HWouWeiYv8B9hjuOUxW5q1WTssZS1JzmOficK7i6NlbzilWdi2qItq6BUu1pp+osAMS0/f6WbB+GzGskk5WYACU91BWTfzc3acPsC6MoRH9LGBllMrXYao+5t40sQJ8KoVpYN2tonpu0pT8scYl14/7uQbHXx1ZlH1Xmmp/OcPyAMF8t7h/x3eptybajaoiQyowwZu/3qcbCBBbtdMJI6lim9RQ150SZkqQ5DxvJHCykXWitKK3jZIzUzwGAkkqrvdNUb+vI/CCaPeyiE1bOSxF5VSHO+9IvDlcuYkT1VKxdYMPmeW62Z3oB4RFRjaselbHAsG6lzSunPtdps60uEoPRH6MaBWtZ6pxQmZ4GVQPzASb1NvkKjUtl15l7DyBjfzpUE9LgA1Wsqw0uDqXd0y3ON6l43Eq1f6/Q4H5WlRDJ6jhVt9w4299cr/BktZ6vbnibMQjiEC1NLh3WWGbCc/R5Wdk0WtKk/pAJyVs1WvFOKkuTogyrEd188wJedKMsSpocyGzFjooD/mNnH8b6qhjARcoznlt+ibQjYlXkcojuWAbvMfc3DIn4u3tlgXPi1EswPyuJaNWqVNbtDbRY4yxSFsWrlFoeibFGrFQehsbRf/v3yYQzYlbX2QufAwAkaeHEGsYjDaVjgjEpxK2ewQILYM0fkfZskVbvUq6wyi1GQ4pGLLAysBZv7bNjza2ruhuQ3uypNDJz4BbaEXqbcu+iCHtesjoCsM+GTkY66AYIuAC0XLSMODAujcSWBtXIdXjzhQx+X5ndBAC4K5WB1tgAGcUiWuxEWuwxUpXBnIkQLzK5fE56imgfqemm2kCNQCsUM/zDUGKzOWB4wlngHz4pNnv6AqWn58WobnrxcYSUBEa1IZ+hTALSRBa3h8IMR/jevXRahDJee0K2/dOHxL4+tfwAKqshmpS63tR2aSZh7RJ6lQaPNHSCkwGLGpGGETEzMWASo4ZozccL6LNgr23KJwWI0WNI23plkVsttBZh74/QEvazst7H6rr0E7Nz0zCVyv3LZ5xo+IIWBw1RUhQDTKBPMw0N0NEiRMJOKGNhyB4/SxeePClKG6mSAkOMai6wqrJEzkXOmA4hq8XreK6klbmBc8TFWG/AIp4WaEwzBIhhZbpoMjpRzNqo6QirVcSFoalakDUf9tGgUIz2Xip/mrA/azUb7l7plFlDsNTRVtcWYzoPYGTRk3DBlzIpvrQbaMUcU+gk2uDEuTAqYhMj2+RC7dAxmPjaLPp8JWFrINfFNiKMR1pcnHLr/JuOL3Vl+R4DQajhlyrfTKn1OHMhPBrPpgsiTfK3ZYmIohUpiz4GCXsPF9pYu4Wtyo1bhplpSJutCliGkwU6qVUZ97qU0G9MCqLreqjiu1DWBqVVR6387dJFWZC0VPgjCp3D13IWV7mFHh1KpUWoWiDQy9CCqgwZHpf4wqPS73/iMQ2Tk01uPiD34kUnZnHsiNyPBsUghgxFXUlkvLcB0FmnHH2/3vM9amCARjop5ik3mAuAQscWLribdAQ3FrbFW6qAFb9Wk1BL4+yUxZWLDQDAaEn6bmxcRDwtIcVVIv3HJt8RzZOIggCNaXl+dSh9SukKM8sYHqcdhBzP7ZQ4N0sWNB0MczRnY26n18w+kguc0cCgKrWoKB24oao2cA6euKhpDCl0FHJOogJDzahCUWo/yhvMf6h4yWovRKnpFFNaXJjvP++3MRYV76NKXTdSLbbK22ODyeI0CZ40A8OHt3l4eHh4eHh4eHh47Glc3fA2yEpamfxWbVxC0mMXKcFba+FDaVorBubEoYbpjvzW7MgStTMrrMqtN96OwwekmGe7JR4zW2l4gywFbx43cd/DsqLubYgXY7QuzIopJt69ble8eOagejDlLw+eEe/LQ6cfw+K+GwEAM/OynByM5Dib/UsIM1lZK/UZJzuTK5OkiX2L4iG47RUiS/jxT3xM2tWT9k03K6TM+FKv0ZFDZGgKlRZu4UV3ioBBc07CT5YePS/tWBP2YTQa4PzyWTnmzDG5H1APpKz8oyxHqiISLFi4fknYqT6T3+ylHlJ6QJut2Hmg9ioiE2AuaiDVhNYKyFVemX6CkEmvMcUFOvE0jpRyH29NjgIATlXC5Bkw2buOkJDfbTPxv9GkfUxTcONQgvggf2syTKLNsIQpeobjIQKyMFogTLXSDWUnO1GIw8vSns8uie3SiYfehYeQUpChGjKJclpC2KKWnCuJb0dQiTc0pA0et/L9e24Se/vUoRP49b/5CwDAhaUNaQ89RAnDWCo74VtCV+SPXhpNFsdEYlKl65UW6oRyDfvDGWwkLI4a0+PPRPA1LZ4ahO7YVVViz1fSA2BthaLsYW1N+o7yeI2iVhaHd77SxFuyHzZwDE+kRZxVVlrDiWyFbl+OoyFier+1QLKxlQspUDly1oxEGk7iC+KERX7ZnuFIpaalDaOBRRg32VTZrz9kIrExqGlTwyHtn+49lTfvLCRu/9JoGQE2hB7SAEDdZ4E/+UBBT/78ooSmoLZIKTjTIPueMTy5qrUMgMWQRbJzhnFkTRa9ptxsMc6RsO8MtTiv2RmaZ63FpUUKICw2UWZXvU74VUcQAkavv7aTEhJ8ruP+zs+qrNHWIs4cR8tSK2Xyo6qhPYyGNBoXTzuRrM6mZMwNG3LPjSsyqpEhpXtGUMEXFTBQmezxyAkiJKp/oHLWVYlCGUAVQHCFp5X1rJ3nOycTvrQkc5GXv0zG5yjNnJdaRTRUDGkSvmdQMH5Hw/+0eGuPETLnVoZ4ZFXstM9bdmBK7s/RfTJvmmlHKPieaKHgIeOQSo0/CgJkDK2Jw3Jyb/cybI2CcvgmiiclQMj2aih42CDTY2uEnO/VtO+CfURMhhHGOvvQaYXuE5OpKcseeszl6JN1qTNOfknL2HqEtEFpZgr4tOaEHWq0GbqZthAy7B0HpRDq5rlHAAC9oo+Uz3aoatacQ5SMsqhGNViJA+wiMcXQMxV/yVLrCmKnZHi6rAWeKZdurXtPVcCA5o8Rj7M8DrGvxTB+jVbh+K6kcBIZl6YRU9xAic2i1vGqRsXwuqk5pz3xhPBMj4eHh4eHh4eHh4fHnsZVFjIwiNMICWO5x+MS6uBqJVx91lytscDR7HSCzpx4ZwKuBKfnxM2SD2VF2O+uwNBbV9L7xj9h8egNAIAvO3YKf/kxkaYeMz+lpUWnYi1IF6DNIpTTTJDqM4F9xDyX+x9awiu/XDwlR45JTk1t5WT56c+jple/N9BEYVlxa9x3FsfoTItncP6wSEtf+pO/lHZx5T3TtlhkyLF6vg/sE6/AxWW5PzfefDte9qXCFKk89+nTwvTc/4VPAQCKOsewZMxuW/bXZF6NuZ9bOOBkWkc9ETvob7LgJeU1u6MYDW1PgD2fKmGtRV6UKOh1LmxFjyIwZrLg8qJ4cC7SW9tpTuOukeSI3dDlM6fMqibRhkGEgJ7LUBObVfL6mHiP8tsOw+6jJ6nJZ2bleRjDhOt6FXEuHqEwl2cWJBtsOwv1LU7hui+bAQC8ZCCFbjVtpjUP9JZEwrxi4lYjYO5ZLWIaRdRHGLxMfhuTDeK7mXTlQC/fdweOfI2wPv/9rz8AAPjb+8X2rEqq1pMY/YjuyJCsYcy4+LKsELCYY0Gne0Av6wJjmyNTo8UE9M2RHGdTn4nsAmNrxAx2tzB7XlodEEdaXRkMqT5S1TkuXpD+LaBPa2VJ7q2yGAvzM6homw0mMI9VXID3LIgil7CvRWFrbqNlCk2QuuR9zbXQXCFD+47iyBX2HFF6WvMaNNcBQYjOlLStqFWyXBko6yS4C3aQlueoRvJeZM0WomnpoDQpvtQ8CvZ3W70BLiwJu332gnwe2Sce0pexSvVoHLkioSZUpl4TmulZt6UrgFrQA5wyuqAzPcN7UGDeSFunNoR1v8h8pFy9/lnsWLW8N97zeZKAjDku18sad//6ZHbyPotkkyWLQqMkpcs10fIQifMyx5McIHqsVexA7T9udZBQwCCItLg2c9icU7qa5PLUE/aGB+Y+BuPehvyTohwhPfBFPnJRGY02SxawraOxzklKJ6HeY6J4wffw8PUyl4jSzOUkZW2ZZ0QcfLsUOBjnOYJYS07wfvIcWxyz++PKMTyaU3l4Tto6zblAUZQYjuSeb3G+0iVT1GelybPrY5xmTk+/tKj2uGy1sRI9oTmKRQGUtdyvJnNpGm0Zn5WpDMIQIQdXZf6K4UTmHJCi7iGfWUl2zTpRKfZ1RYWCbLwKD4w2JE87mRWxgqlDh5HSvpoz8luDZU2STOaVUZwhUCbTyPhs5iS/uLx4Bt2u5kTSQEotacC2DywubVEoIFYGX2xomnn1cWoQM7dpwMCCMte5DUsJFMaxnsrMUIEbF3vMbY5qZJzXx5a5bHxHVPgBoXEsm86fKjL6JICQjwNXPsNEwbYCxY+HZ3o8PDw8PDw8PDw8PPY0rirTU1sgzw1CKl9lceziqvcvMBcg0yJE8j1rhQClHxFQfYir2I1VKpANzmB+SmIfO5R/7nI1vb8p3uojp07hq7/6KwAAf/g7wojMpOo10rjhGkfnuIKk56RLGeicceUPntl0SjD7jx8HAIz7Ih24dOFh5FR9i0N63KnWE0firZlqzWBmjnLWVJC5tCye2fFYrm/xiMVtJ+U4KQswdundLsfinfye7/sepA1Z2f/p+38NAPCJv/4d2Yf5GgcPHMf+aZFI1XyOlU/+nRyH3tJ8sIKasfrq9VLFov6Y8alViHaskprpNunbvYnC1rhQ9BCqMhqAwbx43c4dES9Lt8l7QG/EoOzio5HkTy0c/lIAQDMl40PlkaAZO8XBcUZbZjHd9AC9NrPTjqGomacTxmR+yJCa6ATKBmlBKrjYlNKU4Qp/76N536MAgJsaqm4m+8zd9hL0zol3e/U+KZhWMc433Se2EE+dRhiI0RTjFwMASkPVQnYbpp/gUCYeyh/40m8HAEzH8h7+yf1/AwDY2uy7on9hpLKxYvdG5bqbAdKW3N9xR2y3uypBxW2VakTh8irWqGjTJRsURLpNgBZzrFqNDKvhWex5WANbBk5yNk0aMJB3+4EvSDFm9Ww1GmLPnc6CUylLeO9avP8zc1Jkb/+hQ8jH6jkP9FQAJipS+bBAMaanmcfLU3rp+XsY5ehRKXJzQ+xPlXhCMndBGCNifHtEhSNDD3ocZ04euMjZB/Z3yvwOuj2kLIaasEAkQ+Jx4Zy8Dw89+igeO78BADiwOAMAOHJIcu/iSPYtxhPlLmWISuYNWccCGFSqqkX7q5g/mrbkXe5UNWojDOwMx6pmV97PIQPfN2wFq/csLxwDv1dhrUU+LmFVebWaFCuO+cxHl+nMRlHolNmUX4iZW6m5jBYBQMZ4IqBFpob2GmcthKkm4exUetPcNqCG1f5e2R8mIFSUhSryMfKusJ811fj0mZd5OcnB4flz9lNrlKXOK8CSQeyRhjmwfwYAMLdf8kPyokKDXv1kmkXD2Req+iXCbYxZqZ545rIxR3o0qjHDfNFp5s7p/R6ySPBoXOHihlyb5v+oWpjWgh0WE2YnCw0GezzMwxqgNgFGzPO2CBCTcWstyLwtabM4KMfnvLuFIZ9nSBW8iJ/KqBfjESKOTUaL6Dq1Qc4/kSOjNrMWDdc+Jqf6Wnhwv2N4dP4Xaq4Xo1DCKIKhFLshuzRzROaB5aWPox5I/m7BIqV1oYqrcs7uGEiDCbsJAC5FUk6JcV5jRCVadm1oUtp8wL4/2iagWjKHjSQuupxPH2iUrvhuHLE9PHWDc6zuIHAS71OqEMc1xMYm5xStAM22bHPhEq4dyWpjgDCyLsk/tyXKWqVS5XPxsEzw5makE4jDBCMujHLSjGlDJlZTs0zaO72EBx8Ved4bT6q8oFjNpz/xYQBANnUM3/LmtwAALi7JIuXv/lKSsA+0WKk7tpimVO6FdXlIK1syIPZJxW91C5ScRszsmwEADNbkJZjqTGN9YwMAUOUywGttiWYmL06WTLTXtfsYdyUE4uzDsu1Wv4H2jCTBr1CONylkkvp9b3kTAODmF92M3/+tX5Dr+OD75N7Nyr07eVzku5PmLI7eeD0AYIkLxPn9QnduLEliW39903XqDU3iZf2TfbNiOY9crLExEGPrTNfY4ww3KtToYoSQyXujo22sLIjNDYzKkjJBWuXXywIfh0iYL25Kh/eVTVksRHMSWoG5Niylgcca6sXM7+KchJcVq11EuUpjcnLIzwZ19ZOohmlzYE81oVUFDeSz+8BFDP5KFjQzU5RDTTiJHXdx4JXSCS59WmqubD4qx2vxOWeLJeK5dV7jx+WadaBNRMI6NA0YOgc6DF36zlv+qezPMJLf+MgHMOKiJ2Vnn3PbjXWxyaQGKoa4pOwb5hgOqsqwpalxYWVD2sowK+0zVO6605pGm7LEhR3t+TBMAFJXIqowy5pMWRLh+DHpjy5e4GSLi4SEC4m5uYaTqe93ZXJeFRw8eL+TNEapdUqgMsGa8MqwnWHlajyorTY00ZSL8Y31Hh45I5O2CxSQ0cV8xpNlUYQG/92Zlvdsfr+0tT3VQZaoXDFrhzBGIqYTIB+so2YIpk4sVOr/wpnT0h4AL75FFu3XnZTPxf1yLstQCWtqgGF1OoHWSYvdJsKhv+UMKSwSdcbFbDOTjwEcovzw8iZtlkn7xdYWepx8opXu+UjMIAjQamXodzk5TA0SPnOjkyXOiCpO4GGMk6hN6EAKGYqt4gJxGrp6P04OVxdE7G+yrA0TaUI5Fz2qwLFN7MSFyVFavSq0fh9DvtbW0F+T90Vr5OnxRsOxE2QoGSZ0/qLYaY8r8GangZgKCMOBvAsv/VIJv08YwjYYbDgnztJjMtFdv8RzsrZeXZeoaYMlg3tHdFCo0E6SRjjES+1xXffQslzPxS0VNAGWulqmguMRPSQzLI1xfDpCgxPn7qjCp8Z7e3EOC5jaunlpnTQxMyeLDGO4cOZ8VMMOzdQUxgPWImNehaZZhHTaWRvB8pmpuFVVqZgMn2sQAqx3l3I/w/qOuoC2w1XEiYSqRVQHiChaENDeTRBBhfnVQZV25Bqyfaew9aDYk4pYqHdgi6Fn49xgig4yTnudRHS87VVjmTFEXFSXHDuGhb6zBoYrqZz38/xY3sNWwJMZIMv0XeRYwr625DyhNwQ4JXXvugrnaF219nTg6n8OemNX1+uJ4MPbPDw8PDw8PDw8PDz2NK5ueFtdYzgcIeZaKwDQaDHZkB662WkJl5mbnQEAhIHF2qZ47cKaK1kmPB05KqFe+WAdW5vild7qi1e9Q2/bo499GgDwx7/Txdd/2/8CAPiu73+rtIeeuo985BMARG51LZf914daIEy8I/MNUpHVGFsbQg8mTL5u0zuZxi206AxY75/nNWsBNllVZ2mAitXDq4q0dSWU+TxDndpTC5hflPtw9JgwPq/9+m+Qe5DISvn3/99fxPKjkqB+3XUSpnHsoHgA1AMZNWdRVrL8HgzE89AmHb9lGCLUHyPlynoE9Z7J/loQNYsrrPUZdnKpRF7ubaqnyAyWbjQY7pNrztsVQlDndiiMXcBXZ3sohVZK/nguEubFutjki9eEGdm3vA+GRehqLbaniY90P+RJ5EI4Im4bZdyHRcXKFKhHTIokS1kw8XHpHySkafDBB3B4nu/WcYb+8JmPygpN2leHCbTnPynCBlbbVdVI6dFKKZVtw8+z7WJDprwelp6olO9vM5fPbz7+tQCA1Uub+L37/0TaRBnP8UWGjYydBAGgcsQMA20xKVylWG1Uw9KTNEMJ5IQhK5oIWpkA60PxoJZlifIFkBwehRFm5+YwPSvMeBDG6HRU3lT6x9Vl6a/m5ijAcuQwCoY0ZJlKNMu9nCEraYLIhR3UfAg1KV4LLaQIJA1W9aYncDwUO9QQn7qsMKYdbZDV1Hp7AfvYKIjRpqLN1EBsokNhgmzfrHsfBmPZfkivKhINHbHI+/LcsxYZH3r7TxyXezAzv4hGh8xSQxN+GYqiErKhmcgeBxrat9OGqspMik1WmqjOsD2jIcAxGm05x8I+KQq9yETxS2StGq0Y+3gdrekUfx3ubf9jkde4dGaIh1fEBm68aR/2n6TULhOZe1tyj5YoxNEMjau8PmD/oInVhsIZRVE5GevYiU2w01DlliCi93uSfF4XWgi1dJ/K6JRkenKGZWpow7Dbwzql+duMgqgp2DLsjzBkQd21Tfl89JLYcsZQ5rnpDmqOGzH7rJM3Ces44Bxn9bHHsL4mY80ai1YWGp5Gz7cJjCvouLIh57i0Jm0e8R7k9eQcC5Q4XmPC+RkKExQWCHhtHbI5Lfaxc035PtcKETGuLg3h/r23EUCrv07NTSFK2adw7lUzMmbI8d2EMUJlIEKKcqh8+VjsoznVRAn5raZYi5YKqXKNZctdcIIKsqiYktpr2VtHPZL3I2KhXRW+0LIDtixdEXplDVUoqH3wBgxWODfNT8s5VGiD79F0s3J9nEo/NzKVhWdYWdegYlmBJv9mtfXcZ5TDvYMX+oxwGYmddlIVebKuXMVEml2Os9nTEFSgTVnrmucfcf4zPTMJbd3aYOFUY5+UzdnbPa2Hh4eHh4eHh4eHxwseV12yOgoDpA0mXKUBSrAAIpM6Gw16HGeEvQjCBGlDVrabW+Kx1DjfTls8RagsvvA58a5fuCg5CnMLkrsyNyfHeeiRz+C3f/mnAAAv/4pvAQB855u/EwDw4pfdBQD4+7//LM5d2AAAHOoxMZze+5zfzy6XOPOweLzzLckjymJ6miKDRlM8rtaK5xxWV/eM98WE9SlHsn8ciEfpa19zJwDgtf/sn2HumLA2CXOBPvup+6WNH/wjOV6+jGZLko5PHRfp64zJc2fPPAAAmIqnsHpJ4oJXVyWhd3NT4jkHlLZsZBHSiIUqudKumAU2M52y7WM8eE5W2mdWKldgba+iTAxWTsQS4w8ghEEJeUYxPRRRMQMALtnbmABjMmXL9K785eALAIBPDCR/6sbiMI6Hst98IM91KhZ7z5gPkLVTWBbhtRTusGR8SrrIe1WFEb2KjxXyXD91TpL2j39cPCl3mAjBYWEgAya5G/Uo1RECIzkgszfI+/H5vxCGqCyZJF6mLnejZMHexpwcOwpPAwAG/Qx25oScgwxiMtXmdYmX8V/e8S3oDsRz+ZcXPirXw6pjEb2McRwgYz5ZwgKo7VTaZ5nwmMbAApPtg0AZMMrFUrhjY9CfeHBrYM8nnwHYf2A//u0P/Vu0E01KHU68jExsrVjAbR+l0BvNKagOx8yseAs1YXyKuUF5HcK6+6eB3GRGEpX0NQBFCdQ2c+4TUMgla0/j1HGxCToU8dgGk8GteggBy7b2GGe+uSnbHAsi57DXPAz1hirjnBQTpnPEAs+6jQo8tDsNJ4CjssXBzlQQAMZ5Ml1hSy2056SNC1irLAFzTdkHuOKRxqBiC9oshnlsv4xVBX8/bWJUFPQoBwWe3De5+1GMa5x5sI8vMOJgc+0cljbl3//0NcKEf8mr7wIAPPrAOQDAytmLTno8ImuRUca/T0GB/tYQrQUyx7ot7TWMxTNvghCGuTdKAtXlTsEKgxqVyq7Tk5+zeqMKHPRWNzBi3lFZy3yAWREYDUtX1mJ1kzLpQ/k+s8A+bWYa5x6V3M2DR1hYsiP9/8rD0n/3lpbR73LOQdljHW9dnkcUIOexNyiS8NgyC5EyByOIA8xOa7FHsa3rZsj8NFUyHi73YVQ6A5e2MqcnNgZbzD3bGJYuX2kv4/9n77/DLjuv8mD83vX095y3T9fMaEa9WZItF4wbpmPHBTAxXwR24gvyffxIIIXrIwkESGzHJrHBJPlMHGJaCCVYgEvANu5FyFaxJVnWSDOa/vbTz9n1+f2x7rXPzEhW82g076vn1qXrvHPOLs/ee+2nrHute6XGQaWhfUW9kCL3cs3lYT/oin2ZLEE20rGR/Qb7loTRDN2VCAFFqVR0Jefx6hRIcEyAhExIRNsbdISeG9MW4HvIWFrE3yXzPu0ftaRAhghBqSXH5DX5LP3gledQ3ybvW0z2p7MmtlzPVrhPhIDFnsuk/jSaIs60jIYBm41SVcZlj+xYzgLsuQmQMEfJOyp59NPDNbaZxd1LGSKWAAg43xowJ2itJ8eZaeRQpfmI8wHN9S0xB391w0VOO30i0nxr97QWFhYWFhYWFhYWFs95XFCmxwVQ9YER5UR810Gei4duRPnm2LDY45SwGCbLCnnlUiheyDH/rc3fuesqxIl4ftptWa0ePipsx/y8qFRdccXN2FgXb8p9d9wGADg2vxcA8OLvlPyD737N6zEaiKew32kDANYeEQWs//OXfwkAiL78EB6+T2SfT39D2JjmtHjUq9UpOGRmNNfBp6JGTm9rUJ6CRwmM4YZICoeOeAOuu2I/AODyGw9iGIs34LN/838AAHfdea8cR4s2ziwiYKz9+rqwOXHCWGiyTUnUxanTwjitteWe9driJej3udLGpJBglx4qLVg2v12updF0UKLyy/pgUjBu68IgQw7HTIrWqloI+KycUOzWSVkELPeL/JyhT/ZnhvGnlOrdaB/CPZQhUTWiVirPeW5DzjW7FmDhclH0Ceg1P3lSVOHWPBany4BVFqrr0tNRY/zr3j4VqWpewRRluSqeMHgWFWBMifd5YUR7dCSNToqdJH0HrQWxo3TAeFoqCVZjqrpVDqFPD38WSptb28T9U5kSD+ZcuYRbR28CACwNhZU61JF3yqUfKghdBJRXLY2p0kSv7ZhS2qafYVXj1qmqBHowcw0l9n3UmVSXIiuOv5XRatbxuh94WeGxTZMYQ+aKLC/J/T52TPqHjJ7AMDCF2ltjqgUAKNOLrApAjxxfKdgOB1osjnZAT57jBchSla+mkpl6pekh9MIIc7skL/H5LbG51iHx+q3TngL4aNS0mB49g0XezBg+87xcqqz5ztlFI12TISG71d8QlsCviB3WWR4gKAWFTHdQnEqvj/HqngPX0bwlXivZW4ftceHAc7SsAj2+7M/zTBWFgiLOXuPTp9jH7mvJ+DZdr2GJ5Q1OdDoTWaQtCpMbJKMUVMlFZ5DgvnvFDvYyX/aGV1wGANh/tZSCyNKoSOorMfdM2ZjRkAxNKS+KnMZkbQLmCTtk9rTQLICCLcyprqXPzHHzIlcj15AH3UWLnmYZPFXaos30Oa4OBwmGZHpSsiazLKI+zVy6eBQXLM6NL5JcHpc5S2r3Yb0K00/OOo6eXz36/c4YJykxfXyNynfsvzUIYxTl2NiQcy2yGGmd6m8tvpuu6yBibt8aKaIR1WYpxog8N4XK4PIgQ/o4qlhbAY7rIqiV4ZRb8kVYLqTPVRXQoXKgqqeF1SoM7VNly1POoUZU8+2ttRH1tQSEPJcqc3pGazJnrbaa8ENVbD1bql31yuM4xmhd3psslv7TrQpbb2i/cN0JQ839XJ95jKW5omhueW6nbFOS/QP2Z54fok6VX532BMyDVDnppvFgKOcfMuLCyTUHWObuU/u+C0GTc9o1ySMarZ/g9SnLvYTT98gcd/SIRIKcPj7guaj6WnaRcpBnjWdMzzLnifba6zoIOD49nlw1YJkeCwsLCwsLCwsLC4stjgvrXnIAuC5crkJLZQcVquR4rizhel1Z9a6tS25Oq16Ha2RFOezLKnE4Fu9K4IsnZWH+Otxw3csAAN984O8AAIe++RCPJ6e+9OCVmF+QVWevL57q1VPCBv3Vn8s5b7zxRbjmRilmevDafQCAxZasXo9/Q1R4RuMejlA///hDkgcRXi61cGrNeRhxwGB+Vr5bXjkCAGiwoFXg15BRhmrtEWF6krGsbCuMV06SMe78rNRG+drddwFAUeCvXBKvUSmcQqfD4oPMF9I4+t2LewAA6xsDjHivOv02AGDQFUZseV3u+8JUjpGQW+iyRkuVqkg9qtDkyAvt9EqQI36ClfTWgAO3iAM3RX6Dej5iR+5jwGKIGFfhFNuw3gQ9y86C2Kk3zuCN6KVeF3vfyOU4LnNYNgZd9AaSZ1Onu+0U65yssphuz4uxyhytclOYoj0Q+wzVCW485MzTyKCKceqhb8JJVHlQvDIea06tPSAxt4OlXlG8rMVijskSPSnrVCBqOnBKVORakXcqulyY1fkDewEAjZ3z2JNK7PGPbPw9AMBvff39co5Yrt2DC3XeZ6G8QH32EUPey+5GgmWyWxndPUaZHhZ0C/2siP3X2Oqtjiw3aPciVOlpDMIKWmTNW1R023+p9GU95sl0ux0068wlIwOBnP3vgPVkYOCQ0fGYQ+UVRRr4EoRBYf8+88VyKqxlGmfuVJCTYZyhktlNVOZM6JIzmSnyalLWVxt0eZw8LbyW+n6px9thrH3gZshYeDdifHq5waLX+6/gfQnhBZrLo4wni0kaVWoDEqUNaY8eDdPhi+97AXxlcZi7p8qFjsoQsbWA5HkCQK2m55b71TAOtjtyHw6GIX7X39pMDwB4jkEv03owTsGyfO2Q9Dk7b5Bnv/+A5D9ddt1BtNekX8lZRDRhPmBEdscbRBgNWSi0oawN1ay0v3OcwmsMeoYzHsfoMzOPUdyUz1BzfILQQ3mqetb5Oxtip+32GGOqrGmdoQrfl4T5GKeWV3DZ1XvlGq+SuYiqfrV2CfPjVCvwp+Sapzrs75inGFH9sNdPEOk5yFrO0ia1Xtba2ODBjqpyyf47p+S65li4MvDkfwCgwFxxzdp7DuMMMd+zZsnFqS2u3uZ4Lkr1GkCmx8lMkf/lBFpXiu+/q6xMuWDDE+avBlQW9RfJaGQGvRUZs5UtGTtkNKj+GPX7CNiPa5FmZS284vkGGG7I+zJuyxxZ1eW8kjDpjuMWJzGpdmTMNwwbcHzZPmd0lBp+HHNczxy4udYZUvZHOSc5TjIaob8q1+M2GN3EffJIrquxqw+P96y1Q6KiWjtlLpDGbTnnYDfCWYkEeOT2FgBgePgvZNsKGbUgx0ZXrr9c5Zwm1ygnqmE6SdFGtzIZIx4LF1bIwHVQqnjQ/geuh3JJexp5OFFfaLDVJRpLvwyTyU3srstvWhRpGMlDL1WmsHePhNdce8N3AQBqNSnGdP83RHTg61+7EztZtHO6JQuQjJ1un0mBd371y3jwG3cCAH7wB0Qien5eaL3du0Xa98jJNdz9DQkRu+9+ESKoNoWO94IGTCKNW5yXjttnkvV0Swb8cb+Dzorc9nWKDJxekk57lRPh5YcPY2VFHnilLufNXTnu3LQsaBwnggN5QXZtl0lNY1q27bJ4X79zDBlf0B4TMLs9JruxI+uPJgVUJ3XHaEha1hxAiSFbs1WvKNS6deHAgQsPTMwzCZyis+dEm5PxxGXIUOjAS/k65RqGY876dKtAVmUIHMUBRutcNGgIRTnH+mkR5biE8u1hRRZEi1yE1dwUEZ0EI0qWzpUpm87wxxQOco5oCfRTkxLn4YGUNMMx0xfIoLvCXnZqOUbGBdromHRuDV+2HVB2ttrM4IaUOa9LO/rH5X50HxbRkd3fcTWa89L+m696MQDglkhk5D+3JnR2xfHh8B6tdMR2h45MXvssbDrayIrQTkfDPihfGzBkMHACqOhn7BS551saSZrh1FoXJU6wfM8rwq/UZksMoSlzgTKFHKNBGwAQ0dHhc3AaDjTEJ4WjoV2ODu5MWOViM+73AT4DDQurMLxQ55KlUqU4tobyVFl4Vie9MC4ynssw3LNWl8/UAI6uQHRCxmJ8jkPb8yZiBDEniAknBnORTBzrU3PI+M5qUnuxSKGhpMYtwgSLRHe90UYdS04xAclSLT0g16fS2p7jIGU7dGGk8tjtARPwTYYaJZrnvn4c/mhr96mZMdhIDDze31kXWOUi4ZEVeee/QNn8HUzyn5ppYtST59frUhack31NqB9HaRG+ZqhMYTREUhc9xiDnszIUndDinsbXUDgXDieGKmDjsohkzvBev1RCSkNL6BzQRVg8jtBj2H6XYg1l1kMdOLIwWty9iGueL5O/EgtbaoHKMkVakiSGzzCj5gKFa+jsWefEx1+PMD8v+zf5Cq0wlG19IPuEngOP78vGWIULKMDBfRam/ElBSM4SSx7tn+PR2iiF+unqobPlA4aNEyALtyOkPLXnOsWiJIvFhhwt2swC9I7rIuDzVFlrw7FKxU2qrSZiih302/I8Ey5IHAqaBOUSPG4fM1SyWtPipCxD4gEaEZl0JczNzO9nO9i/uV6xajWc55lcBX5ywGNb1YdFZ3meME0iioq0jEDDnkPtc1kAOIqQUXSmT4l3lyFr4BzTffhr8NbkWmuzMkf22fd3l0XkKVpeRToQ0iGoS5jdzIyca8qnoEjiIIpV6l/ss9eXd7zPuPxaKCUrAMB9goHfhrdZWFhYWFhYWFhYWGxpXFghA8dBWC5jSBm+OE7RnGJoCj2GfcqZPjL8GgCgO+3BY0L5qaPi/T0iC1LMMA8rjteKomMHLxfZ5xteIEzN1Kysgo+fOImlJQmPm6rRS8KEqzglXRj10WYu2NfulvC4ayguEJI5yhzA0IP6+dvvBgDsIMs0M2sAegFmZ2X77dtaAFAUR+u319AhZb+xLMxVPBBP+n0PHgEA7LnsOlxy6V4AQK0lISqrS7KtYbLm7PQCQib23v2AiBw4jjAEdRYMbNTmUG+KPGGeyzkzygGmTG5f6qVFki6d6kgpSdvg6rpRdeDSuylFr7a6vweAcSdeDeQwRgvqkt4ttpOP1BujRNdeOGTyYK5JoXq/coz4XVeLmDmUpqTn0KsGONUWO18ZyTO7pCqez1kmZyMyqFPqPWQiap1ywqCXMvddZPTapXyOGWWBvWABrkc5V4ZCBbuE8j5+kzCb1bbB9EmGmJ2Wqx1vSBsr9FBXBxO5di+U63ApndpfJeNzfB2L1wk7ufNS+fyOnS8FAHxtLO+4lyXImcCZMXQuoccySSeeWYfvplGGgPaak3nMXWBI75kJJl77rYw0zbCx0YavjILvwafnW8MzA4b6acifmycYbMjzGvbExlozwsb5lFDPsgxpyrDIXNkcepGZ1BpnGRyKZfjsE3KX0sL0klerIWo1FuNjqQIHdIErxeIYGPZHKg+c52LPo+GoSOh29IGnFLLRdy/JETgqtU5vLMeD7qqw8vXpbTBkPjPKqLoqS+3odeaFN9zQi5mnKqtO9sABhgxhCRkaqGFUGibneWERAmgy9b6SBWInGyYZSmR/cMXlE1pgiyIBsGIMIt7ztdSgw3G0xUiD0w/IwP7AXRL2fc0LDqJO8Yv1tTYAICKzkmk/nLuFdLmGuU0xyVltAHle2JVGd6hEuJZngJMX7I/6gj0qXqg0PjwPw+UVHpN2wfDFStlHFMt3nYEcc0yRl8Xt4sG+4sbLUKeASM5zKCOopQJc34PnsMJ5ph50np+MaalaRotlDBJej0ZyrC3JcU4PcnRTHb8E7bGGFkq7Sj4QkjbQ46SFhLV+AlOlSVFUZ6sP/QbIUiDT8MlyiBIL3Xu0V59Mt4bXZqMRfGV5WThbi97GZNTzeIxqi/0mUw76PUZ5UH+5MdcqZuTKAHY3hAX1ioLlOfxQp+1aWJdtpSw1jAEcLZ7O8VAjU0YdGPafrs9xfdhhW8XearWgKM6sTKAWUD0zZNRl/zfqC5vjFVL+lJ6+/y6MBpKm0dwl81C/Km1c19SOjS5q0wyhm2IR32myS6zYvtGdsFIu+1FOkVANeF0ZUOJzibIAhoVgHwtPmunJsgzPe97z8IM/+IMAgMOHD+OWW27BgQMH8KM/+qOI4/gJjmBh8czD2qnFZoC1U4vNAmurFpsB1k4tngyeNNPz3ve+F1deeSW6XVli/ct/+S/xT//pP8Wb3vQm/NRP/RQ+8IEP4Kd/+qcf9xiu76M+N1skgOXRCAFXZy4T8AxXlDE1GKNygICru7oslHEpE8QRMHdlvY/77hMBg77KLc8LDaReyX37L8f2HeJpjgvviqwGSyxymo8bRQGwFC0AwHqHq/FYPCtRHKPOApUVX1a4a8v3AwCcrIewKgzPdEsk/xpN8RZ5XM0PmzmWHmnL9sxjmpuX1e+pZYnRPHGqi10Hpa3NWWl/4Isn8MQRkfvt9drYuXMvAGDEmMpjp0WSu0xGoBenGMfyW2tacoqm5+RcnR7ZrTgrkuXSXO5rSIZgTBbBHwN0LCHz8yL/4mLE+bBTQJwl6rk1cApdZJWvzPmby3yZ1EkBl9LqzK8om7NzBkbDBCOoFCXtPlUvOr+PMuQMol6lxHPkyQPaxvyZOa+GRpnFO5mU2orFW5LmTI50XET0huT0eOZV2Sec2gWXGbCGXsQpeppzJgP25lwMZmS/5X1yPc1T8jn/iLwTc+0hGvRmhkxgdyi44XTpoVpvIzrJ67hZGrQ4K7lKe8EExugRjJks3GjJe5JSRKE7oEZlmsHQHvW2GmWyuI0fAA69suYiZyPPl50CQJrlgBY/Tt1C0lmLuCZF0Ux6Iz0HoP2Axd467G/DUOO0I4y04ChzLxIt0sfcoIrjIyyRoeCxHbYj1CT/0tQk54I5iJpKo7k1cETMgo2Uc5HR9mIgpWfUcekBZ+JtRrWEwTBFje9Y4Kr4CD3p0SSW3WMxwYzez5T753rOLEXK2HmXXVxFvdxkSaM4gcfCwBv5Otss1zo1JX1rmozIiE8Yfo8MWqMp40LdLcEtpJQdOEwYvhhxPmw1dIAdvgNWSsA234WmjGakDzZYaPNjfyvx/l6tiisPynhaqsr904KhNEXE4wxLp4Wt3BbKNgVzRzsx+SRHKyPTlp/DghjkBTPksk+deMnVJpOiYKiyQoUNuz4C5ifXmbfZoGz/Fc8TUaPp7QtwOQ9IOGan7DeVGTBwisLTXQoZtDeEWTxxVMbsjbUeSiVpk+bbJOwbtdfLMoBpIQiLJHT5tccfTvUyBMwDGWdnb6OFhDPjFGPV8iBVHYiLEufDTh3XRalagsOIjDQaw9GxniIDWnnU47/d0MdoQ/qCLBNbdJjbo881G48Lhkb7zJA3eTgUux92eyhT8GQ8lH50NNLcQM4zUgO3JLZTpjhVTulqh3NPx/UK9qeQW6ctwwABc4Rzlp6I+wO23RTniCmaYcjc62PPE9k2zQwi9pUk15HqPeNx4kEPEcsn5DI1RebJO3H0ixIl5XsBZg+IcFON56z47J9zltxIUzRqyqbznvOkHmXpy4EpxiA/cPB4ehtPiuk5fvw4PvzhD+Mf/sN/KDfCGHzyk5/EG9/4RgDArbfeig996ENP5lAWFs8YrJ1abAZYO7XYLLC2arEZYO3U4sniSTE9/+Sf/BP8h//wH9DricdhbW0NrVariCPftWsXTpw48YTHcb0A5cZ21MisdFcOI4olnjAk66HF3FCsUIEaJU6nmtyG8Yo5C4CmbhWGl3L8wc8BAG7/PD3QXFU3Z5uYYiE+VblwfVlVB6HkzUxPL+Kqq68/6xxJLl6XDhUpVpbWsEMW1Ni+ICyMemtGwzaqDbk2w3hcpVHqU9LWSmUBQ8pGH7pf2lqrinLLiLlODx/+BmrTsvqtUFJ4qsnirSwYuXTiIXzjQWGGSqHsv31RFDK6LPo3ilKcWJHcpBWySDG9C5pD5blukcujoaIV5vSwhhaQ52hOTaQ9L1bVyvNlpzAAcqcoRpY7Ey/5WewPAEMvZZ5PvCp9xsrSYYG4zTyXTgyPkuPK8tExDo+F46LhGBk97IaewxhkP/l8FndcivYjohwYMu68epLeyUL6FxhHjG3PGCNbEmalNLcIlypbuZHPCj3RKs0NY4rctXiKnj4WuVvfIW3dOJpjlzQD04wH9rVAGhkfL+og74lnaYVKTI3r9wIA6qnY8qmV+4G6XHODkrAze8RrPjghxtle7gCeVkajskyLrA7z1FwTFHH4bjmYxPRfZDhvdgqxuXE0KphCF26h3qZx5qpS5inT405UmDS3YHWlDQCIyQwPhj10+uIxjel51vwHQxVAP/ABxni7ZELAHJ9CC9dzkTPPLC2kgMlukqlzDZCwRZq/aXKNkXfhpGT/WADVMCdISxm4xgHJKJRYxkDZgxyq1OYWnkBtY67x6ryuaBwVf+u90nNkVD+C8Se5PLHm40l/W2fsPxyvOIfmzKVkmRxfKx2iKPI8EcS/+HC+bDUzQD836PGemxzoqRofb0mFv20w3+zvPnkfoljyZffvkXGwuyre6RELZg6GEQyZ9cXdzLFgP6xSz6nrFLmwhlRFGmvfrsVGc3icFyiLpPk2MWVN1050MFxnQUhSgarOVy4bpMzfanKsn2Jx0ql56edcx2DcIzuoBVBzVflSuXMH47G8g0cflM714cPC8Kwyp7IUOpieEXsacKwYkukZMq9obEzB9CDju0Xz15IT62MDNrXYv1swRmStQh/Huow8GGdF7s/FhvM3R3VRmWrAkCVMej1EVM8zLPPgUPq7GGujDGmseaZUvOR8NKSyaB4PkXFCFVbkOCVKiWcsDDvsjgrJ/j7VCkNqifsMtVlbGyLN27J/VY7T2C39dKnJ/jk3BdPD6Qpy5rrmeQYTTvG8Ylcxo6M0B81xXESMntA84JyRLsqER1GGlHMHFZ5MmDs8YJF7N3QxtUDVtoqM51puIuZY4AQ5cof5zFRjBjQvk3brewBZcXa1qHGOqlFHpWASffNEBXSfcFbwV3/1V1hYWMBNN930RJs+Jt7//vfj5ptvxs0334zReGvLclo8ezifdpopt29hcZ7x7dopcLatdrud89g6C4sJzmefGl2cc2WLLYDzaaftns372ep4Qqbn85//PP7iL/4CH/nIRzAej9HtdvGzP/uzaLfbSNMUvu/j+PHj2Llz52Pu/7a3vQ1ve9vbAAA7ti9iftvz4FNZwclTtE8zHpFev3KN8d9cFcexi/FY1mbNKWFWGg3JT9F+1C/NIqWHbnFRatbsu1S9PVScqtQKr4wWJ233ZcKQUflqcX4PctYvKZdlZd1eknyE0yvClERJhku2icfcpf7+w0eOAAAuvTTAzHyx7JU20lvkqKPQ+KhQxWiDsbrLp6SmyQxVXlyT4cQxCYLcRW/77KJ4i5pUY0vjBMvL4rlYa6+xbXKS7kBUcKK4NFFgovtKteGHCb2nyAqPqxbgixjv3Kw6xX1W3fZa1RQ5WRcTzqedlmcqcM0ZMeFA4SXOVbdN7wGNMM8NXHqph6piwojxlJ67OE5QoXdTVfSyRHN6JjHnRtW2GDO8m3Gwi/QWR3GGoeZYUaTEMDdDVY1yx0FGV5TD2Fi/KtfuV6YKN5WyQB5jd7W2S56bIkCc5EmRQ5EIWYWlqzx0d0r756VOLnYuUzmQRGee9gt1NWeN+RL3yTZxi0osSwkQMtaeHqbZqnjIDhwUT9Ej/gmsrIidu3XaYlP6A0NPZt7NELXlhpjeYFKY7SLCt2unwNm2unf/PnQ21ovcgsD1C/ZPiY0iV0EVxFx3ooKzKn3F8pL0bzlVpNIsRZLKQ+ypd451JpSsKJVCpPQoZvRca1+iNVLiNCuKMfta8I45aj5UZW7iWdb6V/peeWeyrIzj9oOz8w8kN4YMLH/yWTDUK+m98B7Vb+lxc9JEw0EfA3qKS/QsNsk8aoHWLE2KOnMa996DjCOzLL5an2phQOWhWJXiNKZeGWLjIFd1yDwvPMsXE85nn1r1XDxsXLSLPB5gl3pp+V2Z9lonm7B2fAMf+mtRJH3T918GYFJLbqMvdjcYZqhNywPR5xGN+MnxPncN3Fz7QlXw09o1tFs4xWxIn0VKu+hRQWvlWBf1Kgt7+lTlK4p5pqgwT7I1x3pYM+LddsnmjNrr8F3NBWV+HNuYkYka9EZYPirv4joL7fb60qdVqMranKkjYXjGKuvzdFgbaKoy6f97fbI+vL+Voj8gg58ZhGSYukXFcebL0RyjLC9qVc00QiyxT7iYcD7t9Mq9LckxZO6VO1Uv2IlRjzQD+5H6rPQx9YUm4h7rxpyUOVk2EnYo16KlUYZkIPNFvzRRFQSAOnO/crgYcZuIrMvUrLAyyvTkWY5KQ7ZPmReWMLenoJ4cp1CNNIwoSROy9VlcqHGOmUsUDTTHkUxrO0KN0SlV1kTLmMOmuWPjYYY4Yw0hDgijIRlBzmu9IECPzOq4L2pto4G0Q7+vOEPgqNTSrG+XNpdqWitKLmeUOHAYtVLk8lRUYVHz9rLiXZS+9lv3p0+46Hn729+Ot7/97QCAT33qU3j3u9+NP/iDP8AP//AP40//9E/xpje9CR/84Afx2te+9okOJQ1yATChtd5aRDSSF9zJZeBQGdGEE+9RZ4T+GqWd97QAAI0pCSGrVrlIgAvDlzcsS0dTa4qB15uS1G8wwolHvg4AWI+lM2nUZSGhRc1KJYMSqbVBV+54h4Z+/JQYc6WUwA9km7vupnylJt06OaYpgz07I23NYyaCcTLhIMO42wYA9Hti4AnlUeea0p7AjeDmrJarfRE768o05bbnt+H0klDl62tHAKCg1ystKYC2vHYUG2tCkedGjLc1LaFGazTq3tAg0qRM0oOlQBOF5RmEvimSmcuhd1HKVp5PO/VcB1MVpwiZHIyTImQiLSRoNXyGgyfOSCJlpzL0aBdTnOgkLqKiSNjZ23pMjizVGhillMSlRGmVyXomEzs5dujeQiq4HrTOOp4mUCeJg5iDnl9l8cQGFz1OAIc2qwm5k6rjGvYYFsXYtMq0xwJlPifVQQwMKEBy6nK5rqOLYufbj0k7ZjZqmMp1AkzKvSuLl6RKqU2/jJzs2piLuP66/NbcKW247OBelFiwssMBxdUIEXZwJs0BFmsN/AzORRiKcb770zTNsLHaLkJ2w6CMwNeQMw4MKneqoTiloFCDaLfbAICITial/rPcKQr0VZmYncS6sFDRhBRZqoMqHSc6ohgt2JkVErkqpR3QfrLi+WRF6I3vqXCAOhxKMPw75TsSMXvb0XfIC5HTuTXO5Drq26Sfq8/KWOGGYSE/7fgqJsLwUfZt7Y02EjooHDqmEg7sfsqwySQuHGzaB4w7MnZtbIhdDrOa6p4U0rcxBRVSTkzKlRLCqobieYWD5WLC+bRVFwZhluMy/nvNOLiMjpsjOlnhPehwQT5rDKptGSOPHpKxdnaOzjouqgdpho2OPLM1hmjWZ6R/KZW0aKkDn7bmFCGWupBWCWxM5km0t4gTtPWjGpLmokXHa8qw9zzXUHkXHt8phxNmfb6azO6mTuExKGyP/bCGGPXWu+h1xYbb/Cyz3wsp0tLpJVhdp+yxKhm4KlJAIZo4L8LbquyjA/dskQLXQSFMkPEZdLlTwPewGbi4nOUMdu9s4c8+dxQXG853nwpjin4IbgkVzuVG62JXOg4bPtd0NIDLPs1jqkLvlNhriTc4rAbwKMSSjFSYxT3rOEGtgfaa9CXaRzVaMt9TUY2ZuTochnNWm/JcHDpMc7bLdStFzGjKcOWYRZqzOEbCvn7MxXSH71ifC63xOEd1Vea9Gnaccy6k8/Ikc9Cn2MKhh2VuvHRK3pMO0zR8k08KtBudV0yk0AFgugyErMTh7mBhV+h8Qb4PQwcRvR0Npg6oIy3g/Mt1HUR0NEW5U4iPPBaedtD7O9/5TvzH//gfceDAAaytreGtb33r0z2UhcUzBmunFpsB1k4tNgusrVpsBlg7tXgsPKXipC9/+cvx8pe/HACwf/9+3H777U/pZHkeo987jlpN2JCF7dfA5LIC7a6K7LMhw+EzvCxMgSRm2NCIUotLEg5WqQhjMzu3G9PNXQCAMhOmgkBpOXoFvRKaMxIaVqpKeFqlJtShyvIloyGOdtpyfkdWneO+JFfVKa1d2bEDVUq2zs1JmNyYBVWjQRfJULwB2VDaZipyDoesickiICGLQy9Ti2E6V19xlWzjN9Eb0yswpkTgmIxRJOxWtdHE+obIVw960sYhPVNHT8o+2/beiJghSe0VYXw8ijfUK1xNR0khD6yxIbnRlbbcu+lqDqPhANlku4sV366dGmOQZSk8upKrgYGhV2YwogeFnsOEHpgcE3ZZc1QLZe8q/x07GDMpNNdEWIayefTilWtVjHryHBOGyZ2k7OOMURrcgMrqGLv0urN9Lj2Z8ThDTDNzmmLLXlXeO9cPCwEGQ+/k0kmx5fUT4hmanmlgfVm+O3VUQi3Dhhxn95y4Zvyeh5QiGlFTjteu0bO0Rz6/WWqjlIvyR5NF93aSKWj70sBaWEI+ZpgIQzSHDFVJxtKG2X3A4g5pfzCix59e+YgJ7mmeI6xJGw/u3oYvLEnx04sV366dAiKje+rk6UJqv+T7hZdQJavVa1miUkkQlmBIDW5QajUhq+e4miDqwmH4WYV9hfapGgI2Hg0L2X8VAEj5HMeRPLcwCBB6Krsqz8ZnaFDgM1TBASohw9D4zhSCNpMoyyJ8qU0W0OM1+F5eFA3WkLEa5YurTUpzO26hQ62S1QmZn6XTEknQaW/AV3niWMalcpXvjgozOAYjChgE9KD3mHS8dFr64anUxYjSymO2OVehBj6bMCyjWpN3pzrVnGQcX6T4dm01M8DAANvIdIxdl1EfKIQ3Uo4ry9wnBOAyjOubD4mdHixJNMSIz3tsgNPrLEq6JGNupSle9pChjfOzM0W8lpup1DQTtM+Qak5VYIP9ftShJ/yk2PvMznnUaKd9jrU525dmBqNYwzYZhtmlHDWffankoczkcxUXGTHEqNeXbbvdCD2GOA1JybQZn9Zf0SR5g4y2q2Iz6wxRGkYTQYLsnKLj6uFWbzvgFGxQWcchvmzMMsC2Zogm5YKb9UDk7i9ifNtjf54jHY0nLHkphM9Q6xLHpqQ/me8BQJZV4LFvdDUagnY+2JBtkriMnCIFMcPlAooUKONdngL8ivRbjjIYGm5Ixqg2NYVuhykhfPYuC5xnsYbfeUUx0izR0DxhkJLRCAnnplrMd0Qj6PfJAI0mMvA0M4xpi+ssTL7cHuPYMu2bwlz6bpXY5sBzinmKhkTrO9+syBeNisFci4W1Qy2tINvEsXYQHmqGIjYqEV9E2GhkQIZSqOJnQXFvHgsXp7yRhYWFhYWFhYWFhYXFecJTYnq+XRhjECcRds0J4zI/dwkaDfECdzeuAACkQ/G6OfRye16p8PCN+oxLjMTroxV2o8QgpRhB7qonhecsCuBVUG3I5TamteCZsDBpJCvl5aUlDDbEzzQatQEAIRMPt8/KPpXKDkClsseyzcP0CibjFMMB83xyxuNWVD6WRapSDx5ziGpl+ZxdFE/Crh0Sf96PAvTpRRj1uMIGZaip1rQ2SLCxLvcqYb5Qp89kN8bQJ+N17LjkagBAQK9Xe5XJ4J60uVTyMcW45CRVaVveMl2Wu6ZYHUdRjidQBNwCMMhMhkjzsBwXHoP0Syz0Fmjcd6qfQMqkQfXcuBoPS89h0HAQMOkh6p5d5C42lKjMS/CgMqqyzRqLlK4OxfsSjBxUyNiNWXR2COaD0d7TxAXDeOHH9FaXZ3g9QVFRLKdncMzcA/VGpcMIG+tygHGU8xyyTZVxwkFegt/SjFd6pMgOGq27WMvQi8R2Y3pJx2UWcWUeXjOqFXltCb33AybMDleZExHnWLhMGNqEOXVjj20tM8F+e4ByTK+cFxQJu1sZeZah2+vCHyu748ArvGHy1jIEvGB+At9Dlmvyt9y7gp3UGGxvchzPU8aI/WdL2OZStY5Bn+IwHemvcuaGaY5YHMdwXJV5J9NDL1yN0q21chm+pyULhPVmmDscNy6khF3mJrVHmv8ldrU4VYXP/Lei2O6isJEO90nTrMib0Wsc0KN+6pTklSIdFV5PzQdJUk2Yp1c3bMCn2IaK3QzIxGZLwvT0orQofKoCEy4jBcqGtC9SAHJ+Lwhhtnin6rkOmlW/YPJGmcFDfB4bmYpfsD8g63UqN6BqPzpLZLt3yP2LeH/XEwOaDipLcj9r0zJGNhpiS82pKZRYcLSwAZXwJQ1iskkBU4/S+CkrqXY6jMhYSAHmJ+b0vI/6zAGOs4JtV6lrQwEEzUcolwOUKvK+aXmDHr3r6xRgObk8QIciDWrnq4wOWOtr7vDknY5573rso0f8dzebsDgRr7lc5PYw9yEDhhx/psnmVrlTg7btei727JRxY/tcHYGvfcvWhYFBokJUnlfkG5aYD61sbcZc1xwx/FAl6X3uJ/8eUWM5hYugpOyiRiicnecXDscos08cs28aa5FvvhulSoAa+5CiKOhQxumUURFeaQra92tuS8SyA/3VZcTMKep35ADrXflU2fLeMEWPkvCn17jNxrC4OwAwNB7KHENaFeZcpmpfvF8lByGpHpWB93PNyeE2VQ/NlhZmJguckPnRqXuWwic7GZTJbvla6JVzrMRBwnlTULdMj4WFhYWFhYWFhYXFcxgXlOnJsgy9Tq84ref7aLREYjqndG6byhLRSBiXbHgMJXq1my2Jd4wiFgCFxET79d2ozO4HANTrjJNucFVOT1ucJHCpG23ovVPZyDxXVskrChvdedc9AIAdi8LwvPT5twAAplsh4jGLVQ1FDUvV5ZaXx1hjAcYu1VhmU2l7RI/SKAKGlOAu07uyZ7d462e2Sds7hztwucztbIgXcjyWlXZjnnlIwQxufNlPApgUKNvoyL1rsUie44Y4fVqYp+lZYdc2yGRVZx4EAKwtH8Xx48KcjRh/algxs0YP7Th2Cu+sC/N4aoBbAgZU1ymkvJ1CsanGvBSP7gyP3loXSeEtp3lBo/RV4Sd3DGrMi8mpspNpUTMGvfbH7UJRSJkiJSw0vtdxPHg+i5wy98zRIpGuFuz0EPWY8zCk/GYg2yI2RU5HqgVYI3rdKYudxQOkVIPJ2LaUuRCxxhnnORzGBee0d5+KbEmgMbcOckdj28Uu6SiHXxUbn261ECdt2V71Udd4rjZZnV6ErEuvLCWzoQyCFlENc6jc4fqaKZ7HVkaa51gfDuHxuXkAAlfdaozT1xw8Sqr7rlOwPo4WcuR9c5Xp8f2iWLFKPWseWEBWxfeD4m/Pk4eysiL9yxrlxZN4gEDV41x58FNTjH+vqWqmj4DFcTWBJ6MUdh4PkJFJ0dyC7dulbz91Smwkig3gyN9zuzS3k8po9GR7bgrjaF6ifKpyXa8tzEDou0Vx1gqVPTtU2NR3eKrpIGe/MBpTTZCFq0Oy+w1/jICe31JJrjVkrL/mBgVhiIC5Am4Q4qKUxDyPKJc8XL6vhaPHxDu+BxlO0kx3cBvN5ZnhvRhmppCP1jrZWrg5oQd7kACGbPupNsdcFhCdmhLPd71Rx+w0lV6pgupQGiqlOmsOA59y1B5ZoKAnx9voS0N3jlNkfS3OKOfsDyhbHmcwHBOY5gZ3IPuVKeVbrXgoVzSPg8VVyeYsUS3rxPIQR8lur40mxSYBgEQNygHQZ55Pob7GV1wJw9QYnFtubsyNWIkCnusU22uxbR1zfFXRdVxcupvV2HFxlqs43zBwkAz53md5kXvjUX2yYHMYsTPq9Ap116Am73R9Tvqo3mobABANEynmDGBMxT2d4wWVcvF9ThZuSDtzyRo2Z4W1jPpDxMwn86ss+EnlytGqyEJ75Rk4nDPrc41YbmD55BI2mKureTsrJ2X+pwV8R3FWlC9pMrKlwciN2d2SV1vZsRNOVyJQomWZY2pEiOY6VmohavMytx0w3y1eFTa85Mp1lUIHTeYDNxpy7WurZI6YB98o5wjJkpU1b0eLHHMukjg+cqrcNmvu49qpZXosLCwsLCwsLCwsLLY0LizTkyRonz6OAdUv2u0NtMjIlCvy2ZgST10nbgMA8mEXw4H83aGSmaF7Y9CRlemxb1RxZLYFANi973oAwM69ZGYW9wIAwrIPk4hH79hDdwMATp1mISlHV+B9hIwJn56RmPC5efFyzC6Kp2i6FcI1sjKvlOX8Dz54r1xPbwSfHpsjjC8uTdE7T8W6lfUNPHhMVsZtqlNUF6SNtZ3CxjSGx/CFu74MAGg1Zb9Lr34eAGBjICvm++78PE6elJX9OhmenMzXtde/RI5bXyjyfaKEyjb1bbzPsuLO4ioi1j0pB7J/ElFhiDkcUZyA4ZpoNTw47tavWmwcU6ixwTgwjPP2GBu+h2qBGZXIVrpL6EZdbh/xN/lnRK9clhpEgdzTWpOebdZ08Jnv0O+34RXa+GfXlggzKryVGphqin+0GogHCH3mbzCWGImDlPaVcj+Xr3seG7ga69sTG+6eEhuo9emJbHrwAk3MIeOkCl3K9ABwWQjQz8WTVGqoehd4bsAJqCQDOYfjtKTJjDOul0OEPlVryBSV5lj4bV3a3G/nMIwzrlBaKGJB1jIZrJGJYdIzi7JtcUoSwmS010dwfK3R4KHEIHSX7J+nqlR8b303KIoSar2ejIpT6uErl1I4uXgtHfYDLhWvmE6BwAdKZfaFFe03pR+fo4fv5MmjOH1qiceR/jcoS58aM38gihPkLOIZBOrJk7anUY6IMesO29qaEdvweZyNk11A61Y1pQ/TWos+8ymyfFL0N+X4sb7elk/WlaiVg8JitIbakKpaYzKZeeYiVQUwjx7XsryD0y0ZM+qNKdTq4oWtkM1RRswp6hCF8Oj5lTouW9tWw8DDrm11dDhWzQ/jwvurjMSQ3vL7eS8aDrCDzOMDZDS0lkilJrYwziZ5lTHza6Y5BodUgzK5C7NH9m9QMc/huTM+X2/YL6SlNPdimsVFX/5CiUbxxh2MqazZZy5cm3kR7TSFIYs3oMc7d+Raty3wnPAxZvs133BIWxzy+8EoLaJCEv6mTusyq7c67iQ/J9GIAbV3TcN1Jhal+3fJTqlanu9OcoBGWquP266x2KlTMUU+cMl3tjzT47gegloDMdXOkBlo0S3D2I2ivg7Z8jTNkLJGl1/UMuNz5ns/aPeK991h4WTNt9EaP0mSw+E8IycfkWhujqvPO8Wox5xCzlsT5rpHfdZQCuqozV8q+zG5vU9W+/j9h7BxWlj4MZnEBRaL9phaM/AntZ2KaQoNy+M8e9+VB+DluwEA3RNyXlVR9Zm76/kBIt47nwnGHhVBWY8VrmPA0lfw+K5rZICqc9YCA7+kUS9FBWEAQFpEjTkIWLDU9x6fOL/AQgZAnjs4euQO/tspBt0apUGnZvYCACoMT+itltBbFznrLJFQr4iJ0aU6B/dhijzVUAeZeA4HcpOrI/l3fWoWMRPAXCbGzrJyssOJ4ukTbXg0rulp6fAu2SsCCyN2Li0nQG1GrKM6LeE6ja9cCQA4+vkvY1ySwbHP8Lgk2A4A8OZFUOCR1TY+fftXAQALPMeBl7xBrq8iC6ve4AQuu1zuwxXXvUC23fdCAMCxI4cBAF/83MfRY5JblpR4PZTrpujB6ZNfx+GHZfFUKknH22KY21RNwjeGG0dgUun4B31S/aQVPVKJ5bJbSA5WqiFcl/z9loVBjvyMF8cpQnu6udjTyZEsGvfMyYt/RetqrHekMzm+LovpTiQdpxZ9zdJJoTqE8vLvXZQBdWODhc/yEoxh0i1p9JQVO+s1CeucaswXC9UeVxdRypDGnJ0kHDg5Fy0U+dDOFZmDnDPX4ZCJhSV534LT3CU3aHlyzJGnC2dpRyHN7UBWNQAqHJBL/By2ZRsPPnJfZeM56WYYSEb579EoQonhQCOd4DakXdP7aLdjD6MNDb3iQMJQlYgiDIEHlDgxr/gVOM8BIjtJUpw+tQaHRWVLYRUhwzBChmXoQOFDxQISlBlOFnKQ1bAyTbCOUyD2pT8IOFgPfS38qrLLFVQ4QWw0pS+dpeBLszXDzxamZ8SoThwX2fxOl+FgDHfz3AD1qiZOMwyMHY7rleA4TNxl2KemUtca0t8lcy4YBYKYxtnnAKwTkzB3i6J3Q4bLDYZc4NWl311vrxdhdSOGP2mB4BHFdMJqH6UpWdzs2CkTi+27ZUbdmpZrDktBET6oNzbhrFTDYEyWIGKyNJzJ91sVaZxh9UQXTTpw1oyDFvvUjGGHc7TBIW/FugF8/l3nFH5pTZ7rTk4ck9xBJ+EzZyL2keWzx6fhMCtKLuzaKU6/sop0sItoLM7B0Bmb0z401Gi+Lsff2Bijx8VBj86etR4/4wyGk8dBrOOm2NsKC4n2QhcNSuoHgfZddCSlKr/uFpO+Kt/pRkn+XeekrjvMi0lxgxNVLa8wOCOkTZO/Q13s817Sd4TFsotESy9kE5lhAFjmgbL2GCdWpU++7sAiPHdr96mO6yKsVODwfY37XcS8F0GFk3n2CQELkSJ3MGpLiJiGkXlccPsMbzWmi5Rz1DodQ1r2oigxgAQJw2uHXDjroqU2Vjn1BAmdfSVoG+X5BHQ4Do7fVzhn87Alx+lLKFs1aWPEl2qPvApoVlTYQh0yOWqcKpS42FhlyZQxBcacqAufc5+Z5mJxrwAgGci8J4WH8WmZswcjuT9Vih4EDPN0kSGg2AE1H8CuFlMsbRCWXBj37LBQw1DtjN87pRwljmUm9x7Xh7S1LdjCwsLCwsLCwsLC4jmPC8v0ZCni7gpOH5HwsjQeoFT+LgBAtXoJAKDSEC9ak7KorZlpRONrAQAxxQ00CVtpxywFKk1hVMpM7qrVWgCAuUUJs6g16xgPJPFq/xU3AQDq9E5Ozco54WRoL4k38s4vfA4AsG2b/Hbq5IM8VwPX7hT2pTwl53r1G2TF/5nbj2KZ8qcrq7o9xQki8fCcePiLWD4qns/v+cH/HwBgfu+LAQDjgey789LLsbBnLwCgvSqr595dn5bjUj7TrV+Cyrx4DBzKG87MS1sPHLxB7unqalHwaW1Z2tPvPCz7Q1bu27fvRYVedpNKmN7yqnjTlru6XDaYpxehliZFcumWhSM531qgzDEoPOGGrM3GmLLpa+KZObB4KbZtl5A3DW05unxEPjekuKfrSWIkAARkO2a3iZfEodc7HfUKpselh3tM5k0TIfM8w7jPRHFNPsQCG0ihC+MgV+niXD+5CYCc4RTrfSYxzjC0o92STTttzNJb5HhiZ8taMI3FfDPPhUOPepVF97TwncPQukp9FmOXUtsl0tUNFjAlYxNvxEWMS1iS9seUCI7oGfZcg4DsT0DP54jy1DBi/1niYZ6FUP1MgwS3NtI0wcrS8UJm1/d9BCwY62jSvCde8TK/d70MJRYMVTEVn+FuLtkcHx7GWtyUzylgaKay4a6XoEo2aUDWIqE7OSRLWatWsGuXCL5Mswjz6SWx3VMnWB4gXsH8jDz3OgtGq637HuCW5X1SwZkxSwwU4ZaOi4S22Y/Ethx1GxqV5naKcNEeC4eWGCZ52dxlcg2DAZYo6Z9SUKdelXu3oynj0d79e7Frr4jmzC3KmBOStc005CLLkdNdqQxOwfSw6/T8oLjnDpzH9UxuBWRJho3j3eI6R8ZgG1kFZReYxwxGVqHhmIJZ6LAf2BiIDcyM2Dc5DkYMb1Op3A0WMfc5jrlw4OZiawn7vfkZeZ4Ls8LOodWAEzKMKVXZdQqk0JM+GCYYFHZG8SAWBT011ABRYG2k4aQU12jIc16cKWFMcZgq3ztXQ83o7Z+ZCora3wn7bWUENHnbd3KE7NLHfN8ibqP7llwg5n0tkzXVMEItPNqNMjCnHtMVho6yXRpWtT7K8JUHZL5y5b65rW6mMHmGqN8vigU7rjv5WzfiO11iXxWWQhiqVwzWOW6xXERudBwso0+G22Nxe5XVD1i2JRq0MT55kseUh6Ry1h2WuMjiMcpVHfcY4smwziRqyzbGgVd6QLapSRi8y3SRUtXDgWk55lyD4zmNRusjV0K3kJiOOYdYPyaf8yytsXb0EYxOyNwhbMg7tLBLGO9SSfr5jaOPII8pXlNm2LqrcxmGppcmBYK7PbJaPue4WobAc5Bxrq/lVFRwTFmbSsUvohYGkfe4dmqZHgsLCwsLCwsLCwuLLY0LyvSUqlXsv/YmZIzKTvJyEa8dllsAgArllstFjsCuIjl53BePw7gjnwN+RtEI/bZ401dPy0o0YP5Ae2UvAGDHnqswRdlKh57Pow8K6zH8+tcBAG5Yw+yMeN73HBRBhLk5ERJY3CGedNerIKVgQO7LKnrPtZcDAL73Nffgg7/9h3IOJjqa45K/c2IgTEsS9XH9tdcAAF72vX+f7RFPembEPdDeGGH1pOSFtGZ38lzi7TzFgqTj2C08PxXmQ4Gx+50eCwUaH/v2iajB3r0vlWvtyf6dtty7NEsLmeOZabkfWgxWvRT9UY7V7iTRMd3iUsAG6pBk3KjJkDPJTiVPU8bTdslIHDr5EPbtYGLgrDA+Bxl3HlHKdr3fLjLsWlWxxQalcbOUyYhRGyPmhSWUpgzJ/Kh3b9A+CaTqNZIvR7kqB6gH0YVh0mCm7jyyMMZzCinfoxtiB+sDeX+6Kr1ZLSMggzjvir0HTB7u0ueVmUm+kkuPbMaA8cAXm67X9yBj3lHOosLlhgh5ZLS73CkhSjTfhLH2lPgFvaWpyQvZ8IDeorqvct2yz9SwArfLduTpxO25hZHnGcbDPjz1RjoZ4LXlb94nj3kyKqMMx4NHkYOQ+Yw1ykHXKmSJPAdGcwKU8dQ8G8ZRh6UU/T7j3Dtij8dPCKtX02TwVhkl5ouFJRZh3iXnrFbFI3j82AmstCWfwmhOFvMhAt+BQ1EDJSw1N21MYZtxFGPMWHqHcr+GHvVkLNdeCktI+O5p3k+9wXeQmbQLi4u47Crpy33mRXlkuQrBhloVNe7nFIUa+c5B2RwzyaTlR+Bpki0ZLN+H52lC+eNLrG4FeAaYzg3WjPasTiHYonLU6oGt8r6UPMBnT6xMxpy++3yGe5sl9DSRRZ8vc3vapIzqvbQoCJkkwuTFTOrfvlvYutTJAfalY7Zk3Ja+3eW7lVcrSDiuj5lfpuIAS4McXar98PQIKfeb9bXgcoK9+vw5v2mQWcnUXjwXLV4Oa1eiO1SGk+ICLqCGxTqmGCQqUsBzO0DoTiTqAaDC5PQpMuUroxwRXfra5ukGI0Dm5b35u8MdPHCsDQBY3hgUTO5WhTEiTKA6L67vIaOISUzRC5Waz5h/Y7IELnN3VKjExJpjzmfm+fAo6NMlG+Qzl6VRZpmV+d0YDpQxlzFScwl7mnubGJSnmA9GIYJyXfqmYVf60CxzUJtlfloiOeBBWZ5ro1nG9mk5ZpmVfwcUM6qqWJPvIOHc79iK9H8zVZbs4LDcHWVoj5nDw5yvqCv/bjFnKe+cxkK1Ld9xv5R5lJWynKvScNHuMu+SY32NOcA5c9sylBBQ4jpjzrJLWzYq++05yBmBEqflYu76WLBMj4WFhYWFhYWFhYXFlsYFZXrydIxR+36sLMlKsx/7BWuQUjXnEiPx1ep9M8ZMJFd9WWFXpkR2ImRsZJYNkHA1njJ2Os1kVd6a2cFtDAZciZYZI77rspvYMPE1DXtdnDgk+UbffODvAADzc+IJ8ukl3bPveizuFbW2oCkrWteV49304u/BXXd+AwDwsb+R/S+lH8t0xMudlZq46RWi1jazIG2LGfd4+qE7AQBRdxUz2yTH6fhRkQP8xiOiiLFEBatSpYW52Xmen8o026Qd9SlhD06vPYTDR74JABjx/swxf6kUUOktCNGarbE9cl+dXFbus9NyrpPLKU6uy4p6o59seabH4X8qKZk7eRE/C/V6q3wlvx+NBzh2UrwqGoc+Ny2Mz2W7rgIAPPjIAxjRfVchc1fSvImYXt/QR32R51Lyps9ieVpQL4phSPuU5+UV3ujKM0uHjJM3QJ6qd0jfCX7mBjHVhx5eo9xkLO/LaqcNAAhbs6izWF/INrc8srL0aKduCpcefZNQAYY5PokqZLWXkPFdzEMWFiQbNOyLTUdRFYEv3vOYMq0VKi3GVBY0Qx/jdTIN9GxVWD3TX1alxghjMgXDeFwokW1lOI4LP6giZ+FYkyegSBuMozkBZA5jlZ7OCo+ZJpls0GbDEvuFMITrKVPEXB7m2ZRoB34YFKxPTg++SuRXKnKc7QtNzDJfp9WQ/Uq03dlZZfVDHHlEcilPnhKmqNUS2ws8Dy5UGlZsgbX4kLLfNDmKor/1aYmPr820pB0cI8KwVOTcZKpEWZM2lqnCVK6UUWOcfqMh4099Su/HpCCrz7IGykrmKmlr9F5kyM05naQW02P/4ToOkwUBz3MKCeOtCgcy2SAxghgGA/7tFPKzZ2wMIHSlHwaAJu9PlWY7pmpazQMWmR+ghTb1D3Zx2GgnyJiDM6DHvKEFvNmHZN5ElWtUlc/7T8mYPe6Lwe2drWBAtmVjKAdfYv7QRgxEvI6cbVbF1z773/bYFNLQHm2nzJy4kO1IU2DEXCItTprpPZhiXwvgNHN7I1UDPPvWITzLnOhdJ1Ornx4mxalV1zriy7F3Tuz/Js/HPUfknXz4xEbByG9ViHpbuSBq0zQtbq7D99VwHE1YMD5LEyTMAXS0n6ANGiqv5nmOEu1qTMNU9V2vIuPg7OI+VOdlvjnsyndDSmFrHvtUs4Yo4riekoVuUJVypCqxKYbrkr8ekrlvzcv46qcLCDKVrB7rVcs5+G7lcNBl2ZIRc3Mv20UFwJJEPDnpNKIllhNmn+90JFokGklfvnMuxUxT2koxZTD4BRXmkBnXR4e54/PVs5XZQn2vYRAlHOu1ALCrha15BcZM+mHHBR4no9cyPRYWFhYWFhYWFhYWWxoXlOnxPBf1WhX9UFa/4yjFkCpU7bZ4nGs18TCkiawo86SBqWlhVNR7p3kE6YiF4wYdjAZSy2dj7RAAwA2FBak1ZUUZj7tFLRDD4ogxV+G9JcllGY+WUaVazwte8CoAQKkm504SWZVXyiEGLFxVZs5DBhaNLE/hRS/8DgDAfd+QYz68Lqthjem+6RUvw02v+mHZj/HiGb3bze2X8Xh1fO0rXwQA/M1H/zcA4P77hUU43ZZ72WyUcel+8Wruv0xqAJV3fa/cH6j3qIYqi77GqXitBkNp+3JPYkb73eOoN+Ree1VhnmZ2kWVL5WRusIwNqnx1BgEyo1HYWxOO46Dsl+FqzHmcwOfz81ThJ+Oro6o5UYZRTzwnJ9fF45EyNrVebQEAmq0akkzYxpDxqu5I7OrkkUcAACvLy6gvMsaX9aC8aXqNWfen5qVwmedgSvLb6Y54doau1A4pOz4y+k7TPgvqbUicbzUoobMm792JvtiBpr/EjFnvt5cwzsXbPkOtfy2GFtLD5cBBUBFbqbFAY7pBb9NYztUb9+AwlSRQb6a62l0tthdBaa1yVWx6e0PO2VGVuixDytwgVYxLIjlHyMaXWlMokf0sYwT/mOTRbWm4PrzaHDwqTjl5gqxQctI8H/q2yD44uVvYMxgrnefy22go93Q4iIucMBSqfVQb88QOPTcs8oW0LI3L/K9BhXHwboLYkbbR2Y4mlf5qVbGHer2MKy4Xu223xascjZk3lo3Q5XdaTM+lJ7DZbAEA5uZbaLT43HnsNFdGVlCulFFmXHuZ7M/MnBYTleN4/iTXSRXrCmZGVYd8v1Br0/wcTceJqWAXp06RG6X7qWpbXqSfGBi2zvMnOXFbFQmA5dyAwmbIAKwxn2RR6/PwNy2E7Z2Rk9fQLoO1RBKy355rMK1FImnvrAeOrhZ3jjKUaQ8jMhV9sjfttuYh1OB6zB9i1x4zz+3UOnMNemMssebOI+vyrE8N5JzdbMI0afFmLRRap4JqKXDQoM03yFaTBMKYnvxhbLBORbhDK9JGVaersWZKOXDQI4ukNYHCIieMtaccoMnr0Vw2zffpsAZMlhvUybrWyDiBORIPnJR3fP+2ZqHW+PDJLuJ4a4d5mCxDPBiixBpgQbUCMD8wY35NwjHbpTomPBcp2ZfCZPnwQ95fJ/WQ8z6SnMCQObtjziP9MEB1liqsJ2QOYSDzrn5fx8cQJLgxxUSZ/kC+aPfl2cxMVzAe0HZo502eu9ycRkbWxYwln7dcyfUyAABR7OD4qrR7x4z8VqfyZpvqsGHUwSJftBILtGsdoulp2Wd+IS/oo8GGtFFTdQPmzy2vuWiVqRiqOaPB2Qy6ixQ+Wdjclz7c+MxT9chWOS5MkftZftzqpBd40RNgamYnXJ+yusdWMFyTxPq7v/hRAMDwejGoa659JQBgz7bLikqtXU7aVDJQpS6rrQXUKFIwOxQBglFPnmwey+ewN0SXD3njNBOfm7M8jhi45/SQMIRoSJnKlkfp7O2S4Foul1Ce4n6c6Dk68IfNQgDh+htfBAD4y7/6GABg/36R83vl625Fjecdc/KYcqJ5+qjQgvfd9Xf4/Jdl0fONh6TzWZUPzLC4075dLg7slXC0g/v28Rpl4nuUYVZpVoJDmdcqecVKVRZBQSgDvuuWkYxEKru3JhNvP5T2lasiolBpxGjWZeKxMcyw5fVVc8AMDUaOdCL97hDlCsPGOIBlDOfKOPh4GVBhlt+QlRKX1mRBEdUoSNAAahzoK1xADDJOMg3DwVYixB2GYjRlm6ldMoGqz6mdASEXXZzrouvLOZZ96SSnnG3wWBU6Zec6PC3PMKnVsLQqz3ydCwedgOko7EQpjIZBTFEaPZTJosnkPcpHfQw5IFcYd6JFT0ssful5HoKytDtkmJI/lHY1zBkF9rgQqkD2G7Up4a0FJH0X6MhLoGGtFb7zDcrSz1x2BYacYJ/ceHii/LCF4TgBgvIiXNUjz6NCxtww5E1DhDTRPndcuI6GZzLxVufcCR05owhZLnaTcVDTUM6cCwHPrRZlvB3Kmweh2IrK+Ve27YbD5zRmYjfoNBkwJLPkxWiwOOnMnITmBhS5MDDIMumHEg6qvhYcZaV4zwsAvqsaZqfhpxq9MxrHRa9laIcDThbgSjtCL4DRhbijoa2yiQ66gRcg8Mf8ThdIZy+MjOMhYyghuHjScCYtPOl4LhxoOFT++CXEtwASGBzPTbH4CxygzJC/BrfRcLeyyi47Dga8Ry0NN+KnJuB7MEhojzqZmdKCsLSFAAbqN+JwiI1TbQDAN74ijpGZXdOFeEaiMuM6+WLS9KGVAQ5zIfIAJ5inebwzg74KIQMNG3JUSMBFhcnrJTpXa+w3VZZ6rddFrhLeDAEKGE/eZ2zg6UFeSPbW2cWV3HMkfH0Hc2x3xpCgiAu/ExRWyAHso2OtPiWLsL075P3927tkXrbRT4rCpWudUdHOLQvHgRcExbucpxO55ITjuvYNDp0ecICcY62+97r4cUNNtAeGQ3UWc/FDe3PY50T9LkLODRtzIqjVW5E5RK8r+3Y6cVEmwGE/2KWIjF9i2HdzCmZMcQHK87dPyXH8ahWtWXnGft7mp4Y/S+uOrgcoszA9N0Wk4eYUD6u4EaaonF0JVWJa2jM9q2G7PtpMZalVNXxf2l7Isac5Wlx0uVxwq8BLUYDUuEUJhJih2o2KlhOhEyT3EScT58LjhQtvbfeShYWFhYWFhYWFhcVzHheU6XE9D416E/GAkn2mi0rI8JhZCe0ql2Wle/L0QwCA4biDii9eES1cNzOnnmfxUnRWVhGzKF1KL6djSHvllDJ1Ani+eMw9R+XvZJNSXViPmcU9MIm0bbghrIkmm24sLUmbvRBBWbYpNWUVXWmJp3nQ2UCPHqC9+4Xx+Y6XynGef/N3AwDm52fRI7uVxQw7aot3/vbPfxoA8OlP/DlOHl3h+eUaZ2ek7fv2iCf0lltehJ27JCSk1hCvwEkmlm2sH5F7WWqhVGlJu+lxTGNhFHobcvxu+yRaTLhvzovntLt2mL91eV9240CmXoplHDoxwpaGAfIkx5Dl5kZJPAn/ipQ9YAFRekdczy3CGiKGk2koQMoQhFazjFKdXkl6zzOILfoMe3ADR3Oe4WsSNkMs1csZjxOMGCvkaLQBE/uWavLMdg+nEbD9Ab00aY/sSXeEQ6dZrDbpcXeNzWBhv8wUBfO0GOmYLFBCD1dpZlshRqACDSMmR3r0tLiOA5++lQAML1UZT6Wp8rwIQ8qZENrRe8ekUdctobFDPP4BWYRcwzd8CqOYIWozkgi6s1ZFGHwSWx1BtYrt190Ih115nqaIGRKoTEo+kv4F9ITByQtmBmR/NJlcQxySdIw8ElvKmLydp+oh1m09GHqTHdqfp4nZTRZ89ktIyKyUGZKQBcL8GAqwZMkQ41Fb9mPGa+DIp+sBAUMaAvW8O5rQrQns7sR+Mi0keLaIRQ4gVi81x4h2R5jPIccO13WLYzpkYvWcel8c14dPr6NXeCbpYeR45Pt+UVhPBRBCymyXQi346xXeyDQzyPOt7UHPjYPIOEUhRN8B6vytSq96oGQl7SuTf8g29P52VSyAnyEmYXA1Hm+KxsC8bniOg2layJg2kLWlzzh8t5SGOPLIOursg2MyeD2GLGkh51Ga4euUx6YDu2CuXGcS5ljmp0rr90n9BJ7BAttRZpmJ+e3St6+tST9aqpbhMXQvIX/U5vmHPE6SG5TPcVcrU1/m+zhbc7FzgQJFLZboYCHtpSGLrY4NmlPy23UHWNSZ8vIqVrTUjibFUfMtH+MBx5HQ02TAqCLXhV+p8jdlfzgX4nPOkrQQNXEdDfXiDTT6jmfIVPqc0URBrcJTcJtoVAQUT++QVIMB54YblLnOcgOX/U1KoaIBGaTZhRYAwPN9ZFqSgFEW3bbM+0op0GL5lXBaxkp0Wd6lzTE8crBvkREAbE8/onhNypC4corQ1/6bcxdXY1fls7eRIGVIcoVRKx4jZdbXZZvZWgyHgjsqnKOfcaoCZo7qRxV9buBxTMpUGCaHp6oGXtkyPRYWFhYWFhYWFhYWz11cUKbHgST0q1To7stugFPeDQDYIEtxz9/+LgDAYzG47QduxKUHXyjf0VPY2RCviGu0EF1SrOw0sdYp1qgsYBj6CErCFAWUHK1QFttlkcMojeA64h0pTdMrSW+Pylq7gY9ci5f1xFOoUtjDscHaqjA77Y4wQzt27ZXPnSJBnYw6WD/elmtel8/bv/xZAMBXv/R/AADLJ5fB8HXUKOO3sLMFANh3YD8AYNcl16JBj/d6Wzw3y23x8AYh5ZDLdUw3hRmK6M1ca0u7KnRHtU0fOQu2NVmYrBJKjtDaiuQYjXpLaLTEK1CrtwvP5lZFbgyiLEFiNFLbRUKxCf2KDtyiwB48B+M41i/lgx7hiN8Pen5RkDEPNCadCY8NJncv1FAnk9naIc8uYeZi56h4fZJOBMfVQp1yjmpZtm3X5DkP1rqo8V1IWXRMEw27p5fx9bX7AADONC9RXxd6aZx8Ism5SqEPN5D3RGNuZ3fNYWZavFUDeqIafLfrjF0vl3w49JQFdXn/fHq/BjHz1dZX4KoUOIUZSvRQVZhv54cucnrP2ixSXFbp4BG9uMuH0Np1UO5RnhXy4lsZvudjZmZ64oHNHRh6/DJ6hsdaRC8RO/Jyp8hV6S1Lf5DRs+mQeQwrJaR1ebbxmLYfkeHNWQQv92A4hKgAQKkl53YoGpAlQF/zKylV7jNxtcQcsXqlBZeM9JgF7wYUWkm7q/BdsUMV/yjRo1evaH5EuSgmqhemhZuVyfIDv5Aw12iAIbcdUhgjyx2kyhRp0jEZG/XSOp6DkOPQZMw5O1+nXCmhpCwt21qmiE6pwkKtoV/IWkdxWnhttyocx8B3DEoqG34GF5c6Z0uJe7nmOj2aV3B5z8f8aWgMXGUelSHnNiE9z2MzETkIdD/244WUdSdChc9vzM91trXF/jzJDJgeA9b3RKzRIh5QPqOoKgDUVPSG7enEOTJem7LoEc/fZs7GN4608c3TzO/kwZVBSpQNdAoNmIKB1Hup9XJLJR+1itju/IzY4vYF5lKTdfzovWuIOX5dsl0Ggrsf5hjD96AUuDCqvrHFC+gCkouTmxw5x2w38AoBF5/vskZ0aC62cYCAAly6bcYoGZMqk+4UuYg52eMs1hIOKsU/gNNvAwBKVXlW0zskCmfjtPTTo8EYPnMZBz3m6pJNmaF9JFFayOePmWM0YMKcF2SIWKy8XBPGR9X1O8dFPKFVi1CtUqCjwzw35tA0KxT1qKQaBIXeSOvOyG/riVxfEhtMTTMihgzPcExmhnlEDnK4fE+84Oy+W5kj47pFzmOFkQQef0tYjD1FCIfzE9/zHzdHcuvPCiwsLCwsLCwsLCwsntO4sEyP48HzqihPyeqv6tfx4Ne+BABYfVjySEwmq7XatHiu1048jJVTRwAAl131YgDAvn3Xyf5Uq/BcFMs3VUwpCkrRJRIEdYQljdeW84+o3mOMrJg9z0dtqiXbU5HCaF6HLMbR7abFClQZjx5zlFaWl3D0uBQn3ViTWOHZOWFNNtbl346ZLvIUvvQlUXa788ufAgAcO6kqQsCOHeKd2btX8hj27GX+DvOPer0NrDImfYnsUkwlsZDKWUk0RpeKbg162ceUW4yZT7F9YT8qLDC5siEr/dAXpqHRIHuwcgiAeDUuuWQXvnmUUnJbFLkxGGYpEs0ncVy4VL5R9qZEb4sqtuWOKby1rsre0ttiIrHJUWqQstiXV5NjN1msq16nTMrlZdSo7BNTAnv9YfF6j9fl32HVga9FvkrCTKoc9NJYtj0dhNiTSJx24mpRU7H3rx2+H6dNGwBQrYmdDXtaBE1lgb2Jvi5fpkZTZIGTXM4RtDYw74iNTAXS/mOHxb6meJ9mKxUMQ7G14YC5bMqUNuR+rQR9pPSqNnJ5l2pknFwW0R3lCTIII+mRjRjwvmZUORp3VpAfkfakmUGsVSy3MLI0QXdpGTnlbP3ch0d3tMscE80fcA0V9VyvKCI66on96HMvF/t6ooqGIgUGKdWLQDnyQRLBTXkOSrzWF8RGHKqvZXEPMT2aiOn9HMrzatQnxfRy5mA6PJm21fGm4SRim10yMmUqEiWJnKORuyiXyFCSAdUch0J62hik7B9TV+1azh+Rxc2yvCgEqTLfvkeZdK1NDBcuE/mUTFKve6BjTbmEIJQ2V5iPVK5QYpV9re+6YPeCYTRGHJEl3qJw4aAGp8hF6TtOkUc2IOOmimSaP5k5Dsbse1i/EJpNGmkBUgBDenULFofbjPn90AAb7E86mpvJk1AMFf3cICYzqqqdOsopK1r2gCbtwujJqHAZuJP2e2eotQFAjfK8+SADTQ0JmYQTHEsfOS7vxnp7XEjO+8qAaSqanhITufNJAW16vqlmNUqBYaL2TbaTffJ3XCXvaFgOcHhD3ukhZawfPCZziuL4cArWc75ZLhRztzJM7iAna5EnCRzvbBXQLNU+hnl/vlsoj+WB/Kb5JTmZ5mg8KlQeweegkSHK+sGkiDiXDLUUBOfB83skx2f5yAlUWTh51CNDlErfOSaDYzKDjQ39Tb4r8ZxhqVLkHHscH0rToiy8eAnzD8fH4OQyjo8SVYRjbk6o5QtcjEY6Fzo7fynJlKnxi1zjEYumR5z/lAMyPblbMOY6b9IIhZQS1IHnwfE1gUoT9chAZVT59Mvwmadarho8XjCSZXosLCwsLCwsLCwsLLY0LijTk2Up2r0NRGPxbvTbS/Dpddt2QOrgjBis216ROiLddhcD1iQx9KSUWfhtblbygWrl8hnh+4z5o2vOK1x0LtJE1TdUGejsmGw4IbpaC4QKLpWqrB7Dqngyh4N1dDcYB5/Kijli3GQ6GKDqyd+tPaJGNztDZTQqdZh0jMNHvgkAuP+eLwMAVpeprEFvTbPiYM9O8cZcfb3UK2oxN6dKD8DqehunyR5FvD8zrV3cRu5P6EsxWAAYjsSD4LBGxgLVlebmdmIwHHIbFmvtL/G+gNcJrJyWGj5eZWrrx5/DgYcAFVcVnEpwqeakoaI+vSSqqObAR67KLYWHjTrz9E74LuDSi6iFNhtz8uxboTBxabqBqC/PY+0hYVSGy/JcSjV5IKUpByXV5CcTMqD6VZ9+zhPNAeYj5hF4wsKsLguT97GTn0LCAmLVUD0mVDQsClr6Rfx8QOaw0RSVQK/B62kN0VlnHaiG2F5tltc3FFZmPPSx1mMxN9Z98RfkOobQPDkgo6dxWMTeUzmpL3abhAYuGSstoApPPcPqKfOwunQ7AKCHEHGqPt+tizxLMeiuFPVl/NxM/mbuiUc2UGPS/cAtavcELJLo0hutamWB6xZMT5Ox0o4WhuO5R1kMN6VNFso59PpRfW8cVGFIk2eaSMHnOBjKs+11N4pC04ZMT8C+0C8ZlNifeR5zL5n3M2JOWJJFmJniNr4qCZ3dt4/GaZHbpCyOMo5FvUVjJjWIjFxr7lAlUd9/N4XmCUEV3tTbz3fbHQ+L/J6OKhK5qjKkx5l462FiJFu8T/VgMFVo4wGpMQUj0ifr0uVvdf47AZDR2ob0Imu1pYCfBs7kb97OVZ6FmoUYORN1PC2OqipyrJuMcW4w4N86l+hqcWp+PwUUOT3bGvIcd2+XI4ziHCdXxb60ro3mGlWYs7DoB+hRCTFLlX2nl54KXIGTY4Yqcl2qtg1Sze0hC4kzimCyPZkOTO7kehL1vPNzZUP634UZ2egll83gMnalfbJBbUYXaNuHUQqfN2R+qjIparxF4TguvLACQ1Y7jwbIcmWkNfqAamN8x/M8Q0L2RNUjXc4fNefX6U9qcSn7o3lTDnNTvUoNPiM+fOYAah5tlfV7ylN9OMwzNFRc7WshcBYwHfsuegOZi0xPc3/mdzlhGRzqEQ+0vo/MKRcOSgSVl1+OjW/+nZzDbcu1UzHTZZ5wlDgYM59mujo8+/7QFMOKjygmi8sx2te3ydFaQ0lRB8nNla2XTQL23WkGNBpn1yXMcu1PZZ/Y+PA5d4BxHldm8IIuepI0wvLSwwgpUx2U5jHFCrSrpyRZurskEzOHRfI8Y6BRKqePiIz13Lw8EB3UYbahXGaBUd54paQLQ8td5Eyecl19gBzEOblNkqSYQA2YPK6G2ajLPovbFzA7owm+rKjLQqbjZorZWTHOSq0FAKjVWdSJ4/2p08fxhc//NQDg+Anplg0buzgj596+awH7L79JjsPJbcYJXE8nkE4F2+b2yn2sMOyI8RKaaF6r1FGpqCwiQ0HqMnHNmJE/iuNi8be4IMfrD9vyGxc/w8GgkFo16fiMHndrwnV91MqziLRal+MCnABGNMaJ2rKGwDnFc9SQAzVBl/LWWe4hYJhLxOKQyz2ZuC1yUV33QnS5cPFKXJi0KFagso8NoMyFSMxwxQEXtaEji6d2Exj3OPGsybO+c+lTAIBHkiVMUzB2mFH4gD1hkVyc58XEOB7SSTGQRfbifk4WjcH6CbGROt+pmJPWta7sE9VSRJxVJiU5xzSTIme5cIzKCYak5jWxNuZAUGXyp5sOikRl47EqWkjRAw4+XhDCy2TQGDmj4v5vaZgcTjKEUQVqz4Gn8tXsw0wiNpL0NWTFFBLXmasS/yyWazTsAADDgH0+2woXSKWGLDCmalMIauyfOBkyOkGgfYdeUIQdpAyDGFE0IR7KZ9TrIGW18xznCHwEBtFI+levIu9IlX19QpHipW4fGfv2mZaGcVB2WCuTj+NiMqrXHmcMB9ECd5mLFLr44D1UIQQOxK7jFRnzLvuEMvvGolhp4iPwNQxE+0q1Rjm+5wFwVV5760tWOwBCmCJ8MNIvMREDUBnqWGV+HSDk+B1zQjPmb03erpJjoILlVW6rT7DD45kcoBZHEUari53i0wAdFUQ455GNtD/PDELuP1309bJN6DmYouOgVtbQSAobMPk68wO0T7MgOdszv03mC1o4tJ93MO7RkcSJaqcXn9kclAOnWDzqPEcXREOGFpWMi1jfoar0l9WqhstR0CPOsJ3v9GnGDU5RHGSJbciNQYlJ6LXQK5wJWxaOAzcI4XHeledpkaCPnIO+llNINSw2w6CvjnT2ATSigKHFQa2GTONZ9bmwj6qyEGl1djuC+jSbQccMHXweFz/l+hS66zK2brQZwsZCnxtc1E41KqhWVEBFQ8bkecZJGVWKJul8Zcw5ZbUlIXRTB16CjG/GaPgJAEC7y/IqNUnXqPodBCxsPmAcqM9iq83t0i/H47RwXuV8yctMF8nZZsdxwCYi5SJKnXaGY3+55iBXlRP+liUswUKH/zj1UJvie+YEhXjIY2FrL9stLCwsLCwsLCwsLJ7zuLDhbWmOzloPlQYT7eMhDKWqHSbKa1JpSGory9IiQdTjSvvY4UMAgMqUrEw9r4qcnso0o9dNJUw1nABJ4aXwebz0jLAjQArP5bkWl5LveiwatroiXtPFxXm0KOXqU2KvxOTUqSxHkoqnWcMsEhZP+rs7/wYA8NA378WxQxIqlpG+nirLargUyjXP79wOj+FOY7JJZXqPjEPa0w+KELwTp+8GADQacj9aLDo1GHXh05vYZRHJpRXx1qcMDWnUZjHdbMm1MsRkMJSVf3dNQpQqFR+Rejz9Ejx3awsZGABp7iGh19ogh0cG0KEetco/eypDmeWThDzdlranRQsdD3AZ/qMe8Q0WBgvG4okpVX20WITX285iYTXxIrFWHZzcQ2zku6KwIu2/nMu5Rl6Kry/Ic6wtyDPvMKm7Mp5H7NHbzpCfjHYVUmo3HowKr6xL1rVcl/ZUWhJq2VsZYLjRlmOT2dEwnjSSffrjEQJKpCYVueY2PVQzDTnnztYMHEi7VwdkroxKDTM5MXCRJ/IuuIG00eP7Uipr0dQMw6EmXALu1naeAxBPcxybwuXrugEcX/sKupMZdqX+4cw4cDKlKnmTisKQ9JDleVHgOfLlmZgOi9QyLK1f2kCtIrYaTslnifLkPvvEwA+RsT2RJ89PQxOGMfv4NEemrBRLA+QMS86SDFFERp8e1miknmsm4oYNbDDMzjBh1iWb1O6QsY8NTKZ/SzsGQwoSGBXvSIp3fjTWcUBDqqu8vhABCziG9KY2GuKdrdXFw+m6XiFuoB541Xd1C4EEvwgFDJ8DTA8ApHCQnsG/nivdUOFvyuhmjlNMUJTIHJ7DooeOSuwAjobHaNFXFUTI88LM03PC5CIthOo4xTYaJaMuYQ2Fi/PJb8OhfLe+oYVE80JxYKFJRlR1rTlG9FIX1aLwqRxoqsn3RCX6KyGyrvSz3bGKi8g+Q5bP8OAUBSpVxlplh9WKUuMUMvI9sugLLFIasF8wWY6I4iBN3rO982LDh1YY+uS42D4ttj9dK8Pb6kwPgDyfFG8Oai3kY+n/tJh2MpR7E3PMjsZpIYnuBiqLz3/7Knrgwgm0jAPH4aaco7lDhATKre1wGUKcsj/Ms1HRJkAk752A4WQanstz93osO2Ai1JiWMRjW+J2GgI7RbLEMRFl+a+6WMg9Te64FAITNRUxfJWkVIYWzki9KdFJ7nSHjrQZqM4w8ceR4YZie1ebU+Kg1GAFyimHqHKd07M5zr2BqM2joL5l4zncaVQfDLkPYWV4mJlOUcT5WqfrFusL4U8UxHgtPiulpt9t44xvfiCuuuAJXXnklvvjFL2J9fR2vfvWrcfDgQbz61a/GxsbGkzmUhcUzBmunFpsF1lYtNgOsnVpsBlg7tXiyeFJMz8/+7M/ie7/3e/Gnf/qniOMYw+EQ//7f/3u86lWvwi/8wi/gHe94B97xjnfgne985+Mex3E8BGETJw8dAQAMB8NCytNlMqjKAY7oLR+lGRxNHOXqrrMsxnv0/jvluHAwM0tJ5wZzakqy+lTJvCxLCu9QwDjAKvModO2XwxSevYxewdOnHgQALC+J+MBD9Tlcc/WLAACL83Xuz1WnSQq5vhFFAR5++B4AwNe+LEzPoL2OskOxgxb4KfdgepHyhIt7Mc34ytFI2JbuQD63bxOBhHpjHh3KDKv7aWNd8qGY54YgaGHMgoLLLDQaR235TRN8ow4qiXhp1ylZHTE/pN8Vj8bs/CzKNUZKey5cfwUXI86XnQKS96C5Oa7jFp6WgAxixkKPRextnhW/qUx6SFlrn3LCJk8wpmdNC3TmZGpOD+T4C2ihxsTzQgqSuqpxlx6efoykxhhZngMxvd7MT4iyBKd8cZXMUBe7Fkj+3KjXRUKmT+WE3aLIpPpBDAy9Q2Fdjr39gMin58z7iNYTRLQRY7QIWZXXRWn08QhjJmmXGUvcJ7u0tEKbrifY1pK45pSSmGN60TSnLnQ8eLyPOT2Xmqfm+5RddiJ0MpFoL6N0RoHiiw/nzVaNQZ6kcPhMYi+Gn5OJJtus0uOa7Oy6prBRUEjGcbRwqeyb+uaMIpGT/g0QZgYA8jxBl1LLHgs0l1jwuVyXT8+rIdT+W0Uy1AtHW8uNB8Nz5Exw1W1NamAogKG5FgnzxgYxJbVLJVSbcr6oOs1jC+Pec2SsGKc9xH0ms/elzREZ7WS8wdsUI8uVceL9oQu9S9bWc8tFInHgq8iNnKvC/CbHDYpEXX2f9FloTl9Qd1FnrkXZDZBmF6etni87zSGsirI7IRwEHJH1Voe0N/J6iBwgLmSaZdsB32mffZNrHArZT3J4fDIZuu/AOEXujYod+CpowH03HAc9/u2Zs8UTVLA4zQvpiWI8SNostFt2McXclz4LjrLeKEqsZL0+yuBqLueqnK1KkYOTp6U/bvdijCnZq6IHARmCakmjDSbMoLZI9ZoCRp9M1QM0p8hIFlEnZyfil0ouIia/l/jdTXtlTnTolMwtjm7EqDH3ZLkdFfOjiw3ny04NAOOYQs7ZwUQOPKfMvxlpXorm9CRF8n3OZxeTlTPMlQ0qVWQcBwMyEr7m+5RZSiAoFazgRD6D4x9zs4edTiEUoDY9Yk7OBsUU0iRGFEvf1GAuT8i8wzg1cDyxtd0tmQ9UF4Tp8cvTxXWVG8LwlK/5bgBAbcfzAAArt/8POc7S3UWfrcXHXY4lUV/sv7VYxWCDLDrHIJU/n0iamEKFWocFtf9y3S8uVH9TWXlPc6bYB1erQEKhMr9Se9zC5E/I9HQ6HXzmM5/BW9/6VgBy81qtFm677TbceuutAIBbb70VH/rQh57oUBYWzxisnVpsFlhbtdgMsHZqsRlg7dTiqeAJmZ7Dhw9jfn4eP/mTP4m7774bN910E9773vdiaWkJ27dL7si2bduwtLT0mPu///3vx/vf/34AwHA4xsqRIwi4Iqx4DmLGVVN4osiRWKO25FTookwlHM2jMFz9rp06CkBkRYe7xQs+t3iF7Dcl67m6UeWUdKKm4nBlSkUMo0vnPEVMxa6l0yKZ/fADXwQAnDoqTI8bNrCyJN7kHTv3AwCiSPMZJrGYva4wK6cfuVeufUXuT+A52E51ixKVUppUsJvffgkAYHZ2NzIqLulKdteuG+V6pmQ13mn30O3JTQtK4iXfvk2ex7GTUiA1SR7B3JzIeu/cTiasKmzS8sphAMA4HqFPFknzoDx6KXPNq/BDBFROSuI+zgjLvmhwPu00GyeAOUPuHChYD0djytVlqHkv8FCiPXn0mqmjPaJNZGmKjMxKoL9lGp9LRZiOA98V+wwYEx6ySGy1JnbT66whZFwwmMOQUWHLKWustwP1aajs60ZPrr3T6yIkixSrm0XJVFXP8jx4zMWY3y+s4+y8MD0nV+S9Gy8NkdAbWWVeWJ0S7evMRcvjMUrqgWWcc65MAfOQHt5YQ5/3pTYt11ibF0XCjO7afBQjcOjxLwlTlKu6ns/32XhwEirlwZnE5l9kOJ+2msYjxKNO0W8aP0WqrA37Dn+StMiPAB4TnlxXvce0FZcy4nCK33IqvHnq2aRrPs8yGHpBDQt25m3mmnXoxfSDQpI1Vll0PjYzHrINETJK/Rvt44ucI7eQuE4yvld8n+JA2cAEMQv0adHH5pz0qQuX7OU1VwGy91SLR0SWatSV/q+3fgLd1TV+d+qsNhqOI0CpYIFiRiMkzCMbsvgv3AF8R/P4WIw0FLuukIGql2ZRqUlfnjiAcTVr5eLB+bTTJAfqcLBexO9LPg4w8Wmr6tqZOTlpQdHIR5Gbw22HxqB/hk4mgKK/yZSpMQaR7sdNNYdFvx8aYFj05TylUYU2Pd4kf0hZpIR/bAsdjBjl8cga+3iajE/7jTLAo1TVRkeO1GKh9piS0Wv9GAPeCM1BThj94ocakQJkKuvNPq7OsWKGbPq+XTOYnRb2M+X+mq+n0Sie45zBtspxWlSMe9mVMub89dc2MKb03afuPoXe6OKTVj+fdtrujpCORzBUBnYxUT5TtTaVtVfm3Cv7RR8bUXrcYf+qkUshJkXtTa75wHL+QmjMcZCrAi/77pwKkw5zW3MA7IYxYG7RWpsMD8ficZSj1JW/62Xp46pVts+EmFpjiRQWG585yLlmhX1/qQovYAmAkHlgZIHMDT8AAOjfeRxuKux+RAar25a2Npk7lmUOEpbfyM1EjRMAnKLchFPMA1zSryVPLrBe5RwldgpmyOM2xf3gmGBcg2hEZtQbFjnTj4UnZHrSNMVXv/pV/PRP/zTuvPNO1Go1vOMd7zhrG8dxio7qXLztbW/DHXfcgTvuuAPhc6Car8Wzg/Npp54uKCwsngGcT1vVxFcLi/ON82mnZasTa/EM4XzaaateesxtLLYOnpDp2bVrF3bt2oVbbrkFAPDGN74R73jHO7C4uIhTp05h+/btOHXqFBYWFp7E6Qy8LC0Ca/2SU9SWaXAFeLqnXmCyDkGILpV01O+u4egBV5hrp06g1+aqd0nisy85KMVOk3QvAKA1tQ1BhZ5Lxqa7RYy7HC+OE/SZJ3PksDA8J49+HQBw6gRr8aTrOHaMzIj/OQBA6MhKOQx9hPTOVMqy6s3oVtT8Ai/wwHBRzO2g+lxJvH8OvfXdzinkuSowSVv3VuR6VOr91PIjOEGmqzUt6h/HTwu71O1Jzk2jPo8Si1xVqKGepuIV73SospWnhWLSiEX/em1R1PN5f7KkV9TocKtThQf4YsL5tFNjDLI0k5ocYHHRIh9BtlHPuKc1TEoBQsZua82QhAo9kdqAceGrdzMWe8qMRrnL8XqjAVY8eQ6X7pT8tJhsUDgthlOrTyFalXMM1qiyo3VyGDOeVt1JfRQWWBwO5LjZYIyYnhKmzsDXnB4WmTRRisaCsHs7Lhc7jeipH7H2yXB9pKJUSJgHNurJu6GMaZzlhYJgSo+ZFmL0td6OF6BNJcMSC1huY+0C02TdnSRGb01UG6ta1A3i4Wp3T8u54hgmI+PlXbwL1/Nqq3mOZBwVKjZOKZzYLWtKjWkHHtXCXNeH42tstDwnXx+kuqeLaj+Ar8puRYFefuZZEaOda90SqlW6Rr10KYxH9Tf2XZl656jG5zgGAT3gHp9t5tJb6I2QpWd7oxNlrOhFNSZHSqYwp4pbkkkf1qTNNqZ3IGTttKm6FrPlx/Zt3PdS9LvyXm6clL509bj0sVFXxpU0SwDDCAEdPzxl0Jzi/mj/YFhPq9SSd7m5Td6lUrU+yW0KvDPcvRcPzqedOnBQcpyCNYnhFJ5yZS0Y7AFOARDDoKHFSDlnmFgn7c6giDxQharCx6s1eXJTqL8NNEdIzV0ZfGfiQTdF4VOByyO6mBRQTLQfp92XxjlCftnj9nRuY51HKpcclGgrYx7n5IrmlYn9jtMcY2Xdjd47nousUjlwodS8rzlOZBo0f7M1XUeFBdE7HRk/ImWQeBPHcVbk+yihpgUm989L3/yCSzOcZurwfcc6RS2liwnnd+zPkY1HMB4Z5zxFRkY4Ics1IpujDyhNJ/2Xo6y0Fp/leFzOc9RmmG9IQ1NWJy8MzxTqwTrHctkf51RmMzkwZl/XYY5vPFbVNGWSDAxzX8ZkoUdryp7GqFGN0y1JtM/sflETDqjmFlZbRX+ek73W99ZrSuSQu+35yI59EgAw6OrcVmxQVel6p/uFhKJfUsVkZXw4BsBDlut8Urat1rQ/1YgCp/hN70uWsx4S2c8ozmAYQRYP2jC51kR6NJ5w0bNt2zbs3r0bDzzwAC6//HJ84hOfwFVXXYWrrroKH/zgB/ELv/AL+OAHP4jXvva1T3QoOI4DL/AQjSeyvbmGCTkqJ62UsnydJhkGY8pMKkWmco28EbMVD712GwCw3r5L9ueglx6QhxaGDZQpNepysuXoBJGDZ5JmGPalYGh75QgAYNAVg9roMzkyAWpxj9vL+VsVJmmFOXRWO0U5Va+shVD58MslDAdyzAopQ+2EVA7Zdw2CkrSxPiUD8pj3bLUtFO1onEyktxNOOIcaOiUHnG4tolRuybE9ldGUdmzffhUA4OixuzEYystTCoQOT/jCTFH6uj49jdaMhDatrT8yyQa9iHA+7RQwSNMEIcNyMpPD0UUoPyuUdi6VGdLmTqjsaKxSuHK0hOE4oesiY1K2CkxoZKWuI3Mnx0pPwiebG3LsmYYugDlApz5Gp/nMSW07FC2IWeArmwlRbkon5rvyXGMj++RpgojFwlJOkCuBUN0BJSbT0RhzB+W7xowkNXY5IRz2KXc9imG00F0kvw3WKLXJRY/jOJOwFb6vKen9zEjnW6ltR5bLeTcofe2fEmfDvktfDgBY3HY9vslZ89LaXbJfpkn0cpw8S2F8TvTTfiFFfLHhvNqqyWHiPlKVpTa1QqZfnTl5EaZGR5KfIGOIb6Dy1lzZOJy4ea5B5J0zANNYPcqw5r4pZpiOxhLqR7EAMHA1TEilcrXpHAidrIrU1WKIHAz5LrlJDuMyqIhhEOqkUZtx0gjG0RA6ymKzmHMeq/MpRmNWFhxhvSW/eVp8VeVlA7TmxNanpmWxvbBfQph7y9Lvmv46HnlEBF9UsjY00p5rWEQ1dYGmhreE7EMhv8Xtk3Kung8wpM+BDy/SwKmLB+fTTnMY9I0pFjih62Cs/YH2gdzWoRGlZwgQFPoquiA5I9xY1+tav1D30UVDFYDH/fS7vi4o+BkbIDLn2Cefoc5Jk4m5F3L4ORfpg8RglOvETBpSLyKH5fuBcTHF0J1tDGvrcB9G5iDBZNE1WWBwbsTvk8wUUTMlirvonKgIYUuBIe1zMBD7TDkxr3LsGg2jYg5V5oRV3+OAk9KrdtXRPiT9fZplF2Vd8vPenyYREs6Jeus9JHTW6cWPeF9zOlTKlVIh/R2ycLMXy299Lkw8FyizcL0WLPXokNZwuTRPivE0Yb/lqLCLhoUaoMvxrteW5+JyH7XNsjsZa7Uo74D9esXNwEhKPPC1wzz/xwEA3/kDPJMbokrHpLJjQVnErpIR577+PNbWpN0Bgz6nt8n8ekQhAyeLi/IJ2jqXdhbRkeWE5SJ8Wd83hyJbcUpxJC9HarRYtAqT0U5LOs5UYehESsZx0T88Fp6Uettv/uZv4s1vfjPiOMb+/fvxO7/zO8jzHD/yIz+CD3zgA7jkkkvwx3/8x0/mUBYWzxisnVpsFlhbtdgMsHZqsRlg7dTiyeJJLXpuuOEG3HHHHY/6/hOf+MRTOpnjAmFlElaW5H6RuKqKndOU510lLZfmDiJ61wexygbLtgk9iKljoHRvZyTb1E6Jt9wP7+BnC6F/AABQrzMpq6AD5XhpHKOzIavfwfppnkRWsRV6Nz2To8bVqh+qbLC0o1Z2UKnS+6heea5ild5rzs2gTJEGTdatTYkHYO/+6wGIp8j1SE33xDt/7OQDAIBDh74k7QhquPpqKSClTNXxo/fJ/mSbmo0qkpQhQG3S6AwpWWEy+mjURRRJ6IaTqdefXspMafEqlk4fkXMceRDRReiVBM6fnRoDZFlWhCcgM/A0IZnynVXK02qS42iUFsnkWvCzKGCqBubHSHIW93K1aJmGadBe4CIjN9JmAdKZafE+55TqjZdd9Nbl7z69eDnTgT2HBRKzEHEm7VgeSHHSYS62FAQ+MjI8JYchcCy8puF71W11tPbIsRImcEa01yGp9jRJJ/KZvFXKaik1XQpCqJcnUcljlaalvPVi61KsM3xoI2IieV/lQeV+BdkY+yjm0R6Lp301bQMAmhS5nc/rhQR+vzOC++TKkD0rOF+2CpMjT/rI6OVy0iEcXwu3KYWs3jBN//ZgGN+T8DllDLn16In2HVeYHEyYnnIhNU3mxq0UDKVDIQOf0uVFoUcnm4h/aKK4r8VSGboBA5c2VoSKGRWtcZEwnMxlKKiyBS7778yR8wATZsct5GQ51pgREo4f9VnpA01ZwjcdFrsNAh+smQdXPek1YUlLl7AN8TYklRYAYPUECz332gCAntq3V0WJoSIVhmcOpuRcqa/hdwYBva+xFxSFgC82nC87zYyIDqg3OjAGXq7jt3ynNqPS5LkxGGpYDb8b0JZ1BGrAIOK9G56zv779gWOK/km534kggew7wiRkLjlDDhuY9G1RIfMyCbMb88eN1KBF73OX16PsVIm2NMiNqsdjX4UsI3NI/m5F+vooGxf3QedE6rQunObGFHOogPakjNWYcv4PH1vDvp0iRjAYsqjpOcIIQeCjx9A3U5bjhBp/zbGm4geYr2shyfyMu3Fx4fyO/UDKsK5oPMbGOhkV3pqAZSISqkgEZQejHoW0WtKXtBZbsnHxzJyCvQnqLA5KgSKQcTZZhlgjQJTZ0agI9mdRkmCjw8iGSNlxOUyVhu9iIpTUZ5RUK2SkkXHOYAzFDu6/W8qyaHjoS3KDhb17eK1yPRUWKe0zxHzjxGEMOEZv3y1vg9H3eUCWPXOQn2MvKic/YWziwsCVXTQa4sw0AT90YYoQ57PHIBJqCGolxHweaZY/LtNz8c4KLCwsLCwsLCwsLCwszgMc83hLovOMubk51Go1zFOOdjNgZWVlU7UXeObbfOTIEayurj5jx3+2sRntFNh8tmrt9NtHvV7HFVdc8Ww34ylhs9kpYG3128Vm7FOtnT4a1k4vTmw2W3027fSCLnoA4Oabb35MGvJixWZrL7A523yxYTPew83W5s3W3osRm/Ee2jY/N7HZ7uFmay+wOdt8sWEz3sPN1uZns702vM3CwsLCwsLCwsLCYkvDLnosLCwsLCwsLCwsLLY0Lvii521ve9uFPuW3hc3WXmBztvliw2a8h5utzZutvRcjNuM9tG1+bmKz3cPN1l5gc7b5YsNmvIebrc3PZnsveE6PhYWFhYWFhYWFhYXFhYQNb7OwsLCwsLCwsLCw2NK4YIuej33sY7j88stx4MABvOMd77hQp31KOHbsGF7xilfgqquuwtVXX433vve9AIBf/uVfxs6dO3HDDTfghhtuwEc+8pFnuaUT7N27F9deey1uuOEG3HzzzQCA9fV1vPrVr8bBgwfx6le/GhsbG89yKzcXLnZb3Yx2ClhbPd+wdvrMwNrp+cXFbqfA5rRVa6fnHxe7rW5GOwUuMls1FwBpmpr9+/ebhx56yERRZK677jpz7733XohTPyWcPHnSfOUrXzHGGNPtds3BgwfNvffea37pl37JvOtd73qWW/fYuOSSS8zKyspZ3/3zf/7Pzdvf/nZjjDFvf/vbzb/4F//i2WjapsRmsNXNaKfGWFs9n7B2+szB2un5w2awU2M2p61aOz2/2Ay2uhnt1JiLy1YvCNNz++2348CBA9i/fz/CMMSb3vQm3HbbbRfi1E8J27dvx4033ggAaDQauPLKK3HixIlnuVVPHbfddhtuvfVWAMCtt96KD33oQ89ugzYRNoOtbhU7BaytPl1YO72wsHb69LAZ7BTYOrZq7fTpYzPY6laxU+DZs9ULsug5ceIEdu/eXfx7165dF/2DOnLkCO68807ccsstAID3ve99uO666/CWt7zloqKMHcfBd3/3d+Omm27C+9//fgDA0tIStm/fDgDYtm0blpaWns0mbipsNlvdLHYKWFs9n7B2+szB2un5w2azU2Dz2Kq10/OLzWarm8VOgYvLVq2QwWOg3+/jDW94A97znvdgamoKP/3TP42HHnoId911F7Zv346f//mff7abWOBzn/scvvrVr+KjH/0ofuu3fguf+cxnzvrdcRw4jvMstc7imcRmslPA2upzFdZOLTYLNpOtWjt97mIz2SlwcdnqBVn07Ny5E8eOHSv+ffz4cezcufNCnPopI0kSvOENb8Cb3/xmvP71rwcALC4uwvM8uK6Lf/SP/hFuv/32Z7mVE+h9XFhYwOte9zrcfvvtWFxcxKlTpwAAp06dwsLCwrPZxE2FzWKrm81OAWur5xPWTp85WDs9f9gsdgpsPlu1dnp+sVlsdbPZKXBx2eoFWfQ8//nPx4MPPojDhw8jjmP80R/9EV7zmtdciFM/JRhj8Na3vhVXXnklfu7nfq74Xh8MAPz5n/85rrnmmmejeY/CYDBAr9cr/v7rv/5rXHPNNXjNa16DD37wgwCAD37wg3jta1/7bDZzU2Ez2Opms1PA2ur5hrXTZwbWTs8vNoOdApvPVq2dnn9sBlvdbHYKXIS2ekHkEowxH/7wh83BgwfN/v37za/92q9dqNM+JXz2s581AMy1115rrr/+enP99debD3/4w+bHf/zHzTXXXGOuvfZa80M/9EPm5MmTz3ZTjTHGPPTQQ+a6664z1113nbnqqquK+7q6umpe+cpXmgMHDphXvepVZm1t7Vlu6ebCxW6rm81OjbG2+kzA2un5h7XT84+L3U6N2Xy2au30mcHFbqubzU6Nufhs1THGmAuzvLKwsLCwsLCwsLCwsLjwsEIGFhYWFhYWFhYWFhZbGnbRY2FhYWFhYWFhYWGxpWEXPRYWFhYWFhYWFhYWWxp20WNhYWFhYWFhYWFhsaVhFz0WFhYWFhYWFhYWFlsadtHzDONTnwK+8IVnuxUWFucXH/oQcN99z3YrLJ5rsP2pxaaBNVaLzYDnmJ3aRc8zjOeYPVk8R2AXPRbPBmx/arFpYI3VYjPgOWantk7P08Tv/i7w7ncDjgNcdx3wIz8C/NqvAXEMzM4Cf/AHwGgEvPCFgOcB8/PAb/4m8NKXPtstt9jMOHIE+L7vA77jO6Sf2rkTuO02oFIB7roL+KmfAoZD4NJLgf/+34HpaeDlLwduuQX4278F2m3gAx94bDt85zuB3/99wHXlHO94B/Dbvw28//1i1wcOAL/3e3KeH/xBoNmU///sz+R8FhZPF7Y/tdg0sMZqsRlg7fQxYRc9TwP33gu87nUy6ZybA9bXxa5aLfn8b/8NuP9+4Nd/HfjlXwbqdeCf/bNnu9UWWwFHjsji4447gBtukH7sNa8BfvzHpV/7zd8EXvYy4N/8G6DbBd7zHln03HST2ONHPgL8x/8IfPzjZx/3ox8FfvVX5ftqVWx6ZgZYW5P+EQD+1b8CFheBn/kZ4Cd+QhY+b3zjBb18iy0I259abBpYY7XYDLB2+i3hP9sN2Iz45CeBH/5hsSVAJodf+xrwoz8KnDolC+l9+57dNlpsXezbJwseQBYzR44AnY6wOC97mXx/661io4rXv/7s7c/Fxz8O/ORPyoIHEJsGgK9/XRY77TbQ7wPf8z3n/XIsnuOw/anFpoE1VovNAGun3xI2p+c84Wd+Bvh//h+xq//v/wPG42e7RRZbFaXS5G/PA9L0ye/zZLdX/MRPAO97n9j1L/2StWuLCwPbn1psGlhjtdgMsHYKwC56nhZe+UrgT/5EQn8AYQ47HcmvAIAPfnCybaMB9HoXvo0Wzy00m5K/89nPyr9/7/cmrM+TwatfDfzO70g+ECA2DYjtbt8OJImEACusXVucL9j+1GLTwBqrxWaAtdNvCbvoeRq4+mrgF39RJpXXXw/83M9JWOQP/7CEDymjCAA/9EPAn/+5hCPphNTC4pnABz8I/PN/Lrk9d90leT1PFt/7vZIbdPPNYqvvfrd8/6u/KiIIL3kJcMUVk+3f9CbgXe8Cnvc84KGHzudVWDzXYPtTi00Da6wWmwHWTr8lrJCBhYWFhYWFhYWFhcWWhmV6LCwsLCwsLCwsLCy2NOyix8LCwsLCwsLCwsJiS8MueiwsLCwsLCwsLCwstjQ27aLn+79faoe028B//s+T7z/1KSmauNXxrndJ3tkNNwDXXCNSxKq49Za3AAsL8v2Z+Jf/UpLc/8E/mHz3+78vBSwtnhlYO31sOz12DHjFK4CrrpKcy/e+d7KPtdMLD2un37o/BYAsE9GOM+/Fm98sdvr//r+T737t14APfegCNfq5iue6sd52mxjeDTeI8sznPiffP/IIcOON8v3VVwP/9b/K91EkSjXXXHP2/Xrb24CvfvVCt/65g+e6nf7BH4idXnst8OIXA3ffPfntP/0nsdFrrgF+7Mcm8tkXolM1mxyHDxtz9dWTf//t3xrzAz/wbLXm0UiSZ/4cf/EXxrziFZN/f/rTxnzlK2ffl3bbmO/6Lvn7rW815p57jBkOjXnlK42J42e+jc91WDs9205PnhQbNcaYbteYgweNufdea6fPNqydPro/NcaYX/91Y37sxyb34u67xT6NEXttt8Wmf/AHn/n2WRDPVWPt9YzJc/n77ruNufxy+TuKjBmPJ9tccokxJ04Yc9ttxvzqrxqTZca88IXy+113GfOWtzwz7bM4G89VO/38541ZX5e/P/IRY17wAvn7+HFj9u6Vgd0YY374h435nd+5YJ3qRcn0vOtdwG/8hvz9T/+pSI4DUmT2zW+Wv/fuBVZXgV/4BZHMveEGkesFpHL8G98oErtvfjPwWPp0v/3bwPOfL2p+b3jDpD7J0hLwutfJ99dfD3zhC/L97/6uLECvvx74v/4v+e4nfgL40z+dHLNel89PfQp46UtFAviqq+S7v/f3RCnw6quB979/ss/HPibOmeuvB171KiDPgYMHgZUV+T3PgQMHJv9+LPzP/ymLZcV3fqcU4D0Triu1VoyRaw0CkSX+mZ+Rvy2eOqydPn073b5djgdImYArrwROnLB2+kzA2um3158ePw58+MPAP/yHk++CABiN5HhJIszQv/k3wL/9t9/6uBZPAtZYn9hY63XAceTvwWDydxhOqlBHkewPiLEOh5OOFQD+9b+WegQWTw/WTp/YTl/8YikeCAAvfKF0pIo0lQ40TeW6duy4cJ3qeV1CnSd88YvGvPGN8vd3fIcxz3++eHl/+ZeN+a//Vb6/5BJjVlYeexE9NWXMsWMTx8ZnP/voc6yuTv7+xV805jd+Q/7+kR8x5j/9J/k7TWWx+fWviyd6ZUW+X1uTz1tvNeZP/mRynFpt0oZq1ZiHH578pvsMh9Le1VVjlpeN2bVrsp1u88u/PGnD//k/xrz+9d/6Xg0GxkxPT/ZVnHtfjDHmne805vrrjfm5n5MF9MXkbNiMsHb67dupMXJvdu82ptORf1s7Pb+wdvrt2ekb3mDMHXc82kH7sz8rdvrudxtz553WcX5eYI31yRnr//7fwvBMTxvzhS9Mvj961JhrrzWmUjHmfe+T75JEaMobbjDmD/5AmJ9f+qXHPq7Fk4O10yffqRpjzLveNWFxjDHmPe+RtszNGfP3//7k+wvQqV6UTM9NNwFf+QrQ7Yrj4kUvAu64Q+omvfSlT7z/C14A7NolXuMbbgCOHHn0Nl//uhzr2msl9PDee+X7T34S+Omflr89Tyrdf/KTUtNJ6zmdy6J8qzbs2zf592/8hiyUX/hCyWd48EHgS18SVka30+O+5S2yaAeA//7fgZ/8yW99nr/8Sykc+WTa9C/+hRSt/PVfF0fPr/wK8N/+G/AjPyJhkxZPDdZOv3077ffFifWe9wBTU/KdtdPzC2unT99O/+qvJD/yppseve173iN2+vM/P3Gc/7t/J3b627/9xNdk8RiwxvrkjPV1rwO+8Q3JdfjX/3ry/e7dwD33AIcOSbXqpSXA94E//EPgzjvlWt7zHjHan/s5YRv+4i+e+Joszoa10yffqf7t3wIf+ADwznfKvzc2JC/t8GHg5ElhK3//9+W3C9CpXpSLniCQe/w//ocwZC99qdy3Q4ckDOaJoAwvIDaRpo/e5id+Anjf+4CvfQ34pV+a5FE9Ffj+hEHOcyCOJ7/VapO/P/Up4OMfB774Rcnlet7zHv98u3cDi4tix7ffDnzf933rbf/oj84OxXgyuPNOYVMvvxz4kz8B/viPhX198MGndpznOqydfnt2miSy4Hnzm4HXv/7R+1g7PT+wdvr07fTzn5c54d69wJveJMf48R8/e5/bbpM5UL8v9vnHfywRJRqNYvEUYI31yRsrIBPShx+WMKozsWOHJIl/9rNnf/+f/7MoxHzpSzJZ/l//S7xLFk8N1k6fnJ3ec4/EBd92GzA7K999/ONy7+bn5T6+/vWTED3FM9ipXpSLHkBs6N3vlnf6pS8VIZLnPW8SvqpoNIBe76kfv9eTvIIkkUW04lWvAv7Lf5G/swzodCRc80/+BFhbk+9V1WfvXlnsAzIwJsljn6vTkdDGalWcM1/6knz/whcCn/mMLHjPPC4gdvLjPy6Ld8/71sf99KeB1772qV27LqCTRK4REIeDHaSfOqydPj07NQZ461tlfPi5n3vs/aydnj9YO316dvr2t0so+pEjsiB65SsnTklA2vie9wg7ORpN7meWnT2/sHgKsMb6+MZ66NAkB+SrX5X8ndlZMdTRSL7f2BBVt8svn+y3sSHU5T/4B9KJuq7cU93H4qnB2unj2+nRo7Kg+b3fAy67bPL9nj1y/OFQ7PgTnzh7ofgMd6oX9aLn1ClhDRcXgXL5sVnD2VkJR7jmmkmO2JPBr/4qcMstsu8VV0y+f+97ZcF+7bWy0LzvPsnr+sVfBF72MmH/dJL2j/6RDJLXXy8L5DMXzmfie79XFvJXXik5bS98oXw/Py/5Yq9/vRzjR390ss9rXiOL3MdjDf/8z4Hv/u5Hn/fHfkzu2wMPCIP6gQ9MfvvQh0TlcscOoNUSZvXaa2VRf/31T/LmWRSwdvr07PTzn5e+8JOfnEgFf+Qjk9+tnZ5fWDt9+v3p4+G3fgu49VaZK1x3nYzjeq2t1pM/jsUZsMb6+Mb6Z38m13zDDcD//X8LW+M4wP33y3Vdf72095/9M7kWxa/8ilyL6wLf8z3CAl177STp3eKpwdrp49vpr/yKLML+8T+eyKsDck1vfKOII1x7rTBQb3vbZL9nuFN1jHks2QiLZxt33CGiIOey0xYWFxOsnVpsBlg7tdg0sMZqsRmwSe3Uf7YbYPFovOMdwl6eyWhaWFxssHZqsRlg7dRi08Aaq8VmwCa2U8v0WFhYWFhYWFhYWFhsaVy0OT0WFhYWFhYWFhYWFhbnA3bRY2FhYWFhYWFhYWGxpWEXPRYWFhYWFhYWFhYWWxp20WNhYWFhYWFhYWFhsaVhFz0WFhYWFhYWFhYWFlsadtFjYWFhYWFhYWFhYbGlYRc9FhYWFhYWFhYWFhZbGnbRY2FhYWFhYWFhYWGxpWEXPRYWFhYWFhYWFhYWWxp20WNhYWFhYWFhYWFhsaXxbS16Pvaxj+Hyyy/HgQMH8I53vON8tcnC4rzD2qrFZoC1U4vNAGunFpsF1lYtzoRjjDFPZ8csy3DZZZfhb/7mb7Br1y48//nPx//8n/8TV1111fluo4XFtwVrqxabAdZOLTYDrJ1abBZYW7U4F/7T3fH222/HgQMHsH//fgDAm970Jtx2222Pa0z1qRpm5lvwvRIAoByWkKYpACBKIgBAKQgBAFmaAQA814PnOgCAPJPvHFcIKs+T5mdZhjyT47j8zvflM00TAIDJc/g8ds72jEcR95HjR+Mxer0+AKBWq8lv5MIyntvkE3IsZRvzXD5914HLHYq1JD8NzOR7Y87axpyzDYzBZHddkz7WPvo3zt4fzjmfj4VvvdY15/5mzv4zTlKkWY7Ngqdqq47rwPUm99VxJvdx8vc5zwUA8rN/8wOxQX1meT65Z2ongS/vQhSPz2iBntiwPS6PJ/ab5hHmphcBAK2pFgCg1+sBAGrVKgCgUZ96zGt7ssjyvGhv4J/dTSR8Z08vnUR/KOdNY/kuz86xZRg4tEOP71mem7OOa2BQZbuDMAAAlMvy71ZzVvZ13aI9ej89z+O/tV0JEr6TlUoZR48cwerq6rdxFy4snk6fGjRClOcrgPZLeQbt4bJE7gUS+Xe5VgcAVMplxFkMABgNRgCAmZbYUymQ+z8e94p3fG11BQDgNeR5eaF85oMEeaq2zc9I9tFnHgQuIvaPtYqcv9VqAgBWOktyvMBFibYwTqVPdlLZ33dc+OWyfMfn3OsMAQCuK8/fDwJUSvJuqG3GnvT7OeTTyTy4fHdzfa84VoBtN2kK46XcnrYZSduz4oYbuCU5r+t4vHbaJTfxEg/uuOg85DdX/p2wPSae2C0cIBunyOPN0ac+HTudm5vD3r17n/Y59R4PBgMAwHAoNhCGYdGX6hitc4o4Fhv3fb/YX79LkuRR59B+RY+jc4hJP2Nwro9YfwuCoPhbP3Ws0PZkWVbsPxqNHrPNxpjiehT6b/30fR+lUums/fVclUoFAFCv14s+9XziyBbvU8MwQKVSKuylVKqgVJL+R598zn5RpwKO6yLwg+JvQOabAGDMme+0w/3O/kTx7289Y9P+9ex5m2xd2AftDgAS2rnJ1b6SM/7N/k77vaKN7MOzFDm/02leluu/5XjlUgWeXrNzbqvl31maIIsjHiA545fJuQyAcSrH1uFKD1fifMF1HCRsKzdFXsyD8S3xrficp73oOXHiBHbv3l38e9euXfjyl7/8qO3e//734/3vfz8AeSHf+Vu/iiMrywAAL/dw2a49AICF1rwcd/kUAOBvPvo3AICDuy/Dj/3YjwIA+t11AMDq6eMAgCSSiWJlahqlsrzs/fYagInRNWcXAABZEmHUlcE7rDYAAG6pBQD45kNHAQCHHj5U3OjPf/6LAIDp+RkAwKV7dwEA4ijGqMeBkANzuy0LpdGgg2ZNBt9aqXJWO9JEjDBNI2Q0gIwdXVp8Tr6f/M1zZdpxJsU+k+94Dv230clyAMMF46Oso1ho5Wf8dO7CCsW/8zMm7g8c3zydHvDkbPVMO3UcoDFTRsx7nadAOeQLyImS4/Htc+XTDRz4Ucj9ZdtSXTrLUSQDdTLO4PgcWBNO6gLpsKqQQcw4fjE5jdIOAKA1Kzb4iz/z7wAAv/FHb8eubdKJm1w6lSEnr0FZ2vCv/vG/xS3Pe5Gcw3vqr/lGv4eIE4PF1vRZv/U58fj1//IufPUuuY9Hv3kvAKDTkXaA/W8ajVEJWwCAqWaZbeUCrSaT31qzjhe98MXS1orcn20L8rze9Pq3AQBmWtMY0UkxHstnrS6D+jgRu19e28Ajp+Qdv+zAbvzQd73qKV/3s4mn06e6JQfX/NsrgEjuZdo9CdMVuxmAk75E7Ckf0EkziBHXxP5mW+LcecHlLwcAfN/1PwQAiNIv4Z77HwIAfPgTXwUAxAsbAICFS2QhOr08jTHX1qsD6dMXTotdtg9LHz02EZa4oH/pLTfLuV56HQDgE1/8DAAgc8YopdLWgH1QMJD3YrmygvwSafcVjZcCAL74v+6T6+AC+yXf+Z2YnRVbbbT2AQAeaIs9ruaHAQAlZxEPnpT9RlzCNKe3AwDqkIvof/NBNLbJvfJPyoC+siELs3Eo33eWlrDrZtlv+qB8drMNtkeMvt5uYNuy2Prc7EEAwD23fw0A8OAx+dx/5Q1IufBc6y/j1CeOYLPg6dhprVbDHXfc8ZTPpZP6b37zmwCAr3zlKwAmi569e/cWC4i1NRn72+02AGBjQ57Ljh07cPy42ONDD4lNn7t4chwHARf8Oh7PzEi/q4ufwWBQLJZ08XTmImN+XuYwCwsLxXcA0O12i330er7xjW8AAI4dOwYAxUJiOBxOHEBsj47Hevzp6Wk0Go2zftNzXn755cV9ecUrXgFg4sA9H7j55pvP27EuBJ7q2O+6Dm68cT/GdEBcfvB6XHGl9FdjPvvhkGMtFxlhqYRt23YCAMp00ERjmRPGERcbxkwWxbQnn89Xnfee78Mv/Ka6MOGCIOZxMHGIO5zb6dy30RR7NVmK0ydlTjumfa+vnJT2jLuYnIILMy4oMvbByWiI4VDGkN5I3pOl5dMAgAGdnM2Z7VhYvAQA0Jqe4wG5GKQjt7O2gs7R++W7zik9K86EyQ0Orcn48FCHDif+dmlL7k+j5GF5LMdeGcr7MxjRyXqWn2jidJ4sEh+NZ1zI4G1vexvuuOMO3HHHHWg068/06SwsnhbOtFPX/Vb+FguLZx9n2mrQeNp+KwuLZxRn2qlO2C0sLjac1Z8Gtj/d6njaT3jnzp2FlwIAjh8/jp07dz7uPqEfYs/CbuxZFG/cN48+gnuPPgIAeOi0fF6+81IAwKtf/l0AgFNLy/i7b4iH6Kr9VwIA9l1+LQBgnavP9dVTiIeysm7OSueqK+TOmnggw3IFzQVhawZt+W7YfRgAcMlO8Vw+cjjHV+/6OgDgRS8RL/mDD8hK9ct33A0AuO7aKxCEsspUitmBeFIcB1jvtgFICBgATNETNKGovWJlnStL4CqNJ9vkjltsr9vAkALNGVrhGpwbHufoNplSkSmc4hF/K6bnW5JAZ4fNnRWC97TSwJ41PFVbNRC2rPAWeC4YvYUGmZSILKPD2+s6BiN6/1w+B7UBT5w/CAIfxXoqIAUMDbkh41NtYHpBPMi5KyFHjarY0L7d8m5ce8nNGI3lXF/5+j0AgNDINqkj5/z5f/uz+NHX/xgA4Pte9gMAgNUNsfudi7uxd6d45B9NTfMeGAOPNnjuNhV6sy695CDuvV88r9t2SpuNL+8kSTKkroMxWai4Ira7sCjv6CV7xFPUnJvFDj6Pr973JQBArSre9yPH5B2dbt5YvCfKQPXp2f3yV6UNR08eKX773JfHWF3fXIzk0+lTkQFOJ0WciEcu2ujDXZf335sR++2eFq9ddJzM5UqGiOFWle3iTbvLfBYAsFDZAQA4sKuMV1z/IwCAcSZe5D/7m9+Tfyubt9DCOGcfOJIXYeYKfs7JPnd9+Tj8gbRn16L89oobpW/VMLnPP/A5HDsmnsnKabGRnQeFuYqnHdRK4sFMYnpKZ+Sc3UeEhTl95BDmZrYBAHobRwAATV/scduCfP9Q7364TbHnGj2rNdpjiV3smmtQOyrbjOh59xbl/ly+KMd7sJ8gXBVP/CCT+xpXxJvq59I3+LGD6174QvmN/W/9Xmnz3E6xea88RnmHnH9mfjvW/+4ENguelp0+DRhjCpZEmRFlWJS9WFlZQRjKfVfGR7dRViU/M1SX3nVlU5TxCYIA09PCaCubowyPHgeYePLPDSsbjUYFW6P7jccyRiibVK/Xi3acGTJ3ZruMMQXTpNBz6HUmSVJco36n8wW9BydPnixYrWuuueasbZ5LeMpjvzFIkhRZPgk509C1JNf5ms7lGLbtOvC8s0MQzw1hcxyn+Ns959NzJ/92z4nMUSJjMgY7Z4TVnRPexjmEcd3i2M45oZGe68HRMDajB5IPjWLxgjJ8RipVqmJPZV/sfnVd5hBxnqKzepLHFluukdkMzzinYybvzpko5qwAQk+vWT5S/rY8lPegl+To85WIEg0b1Pty1u0667tvhae96Hn+85+PBx98EIcPH8bOnTvxR3/0R/jDP/zDx92nPxris/feiRbzDa7YfQD7dgj1+I3DpK8fkLCEU9+QQfAFN70ALYbBnFiTCdXMggwgO/bKQNSaXShC3np8KBV2anMcrAb9DvoMVajUWwCAgHkDjxw+BECM+uYbbwQwoRxvebGEVDz0oCx+vn7Pfdh7iYTkHTwoE4TumnTMBhkcR4690RZqPU7kt1aRI+TB6GInnyxygLMNVHOH1JDViHXWnBsHjuaQFC8Rjd6R4+dZDgPtnLXD05fJnPHPJ4iPNBMrcuHi8XOFLj48ZVs1gJOb4v56gYuMoTS9PvMJ2Ml53CbNJotBXSDhnIHW93xkhiFHnHTqCzg9LR1xtbaAwaANAHAqcuxuTyb3f/SX/wMAcN/99+Klt7wSAJBd/nwAwOqy2FulLO/K8uhh/I8//R0AwF/97Z8DABq1FgDglqteirf9/Z8CAMzOnh26psjz/FsOkjpgb1vYht275V04wTyJMen8U3RIeKGPkHHAjSl5bxvT0kaXk95h2sex0/L+796+FwBw6BF53y47/iAA4LorryviigdcRH3yy58GADz0sLy/X7rjI0gieT6jcYT2xuZa9DydPjX0HOysB3j4pNjI9N4AGz0uDu6X+615iqVp+bc3HMI5Lc+rtJ9hlS25pw8P/g4A0DzxXbj6BZfJ/uO/AgDU98nzSrryPE90O/BL4jAKShLi8LUvyOT00u3y79oNTVTW5Xnv2PkdAIDlDekTN04xBK6boMnwnNoeGVxf+LwfBAAsjh7ArCe/XTEloTXDE38GAPj8SVkoHF05jX25OMQW56RPNgOG4rVkcX94+WF4y9LuFkOQ06QNAKgsyHg0v2cb3AdlIdPh+znry3XUy+x3kQGp2BhOctHEifDVe+RcQR7g5EmxyR37ZYxZPikThOZ1ci+mry8jcxnSV/HgShexKfB07PTpYDwe49ChQ8XfwKTv0cVQGIbFxF+dkBrmVuThGnNWPiUwWbycuQjRiZgeT3/Tbaemporz9vvyTmnf7p6Rc6jbrK+vF+dX6GJFr6PVagHAWWFz+ptes/bDuhianZ0tFn26wDp3sj0cDos8z6epVbUl8NRt1cg4Yzj2mRx5zrArOkH9cxYSrus+aiF07r+NefQzKhYmzmSuV2xPc3U0kbGY6j06v7j4dM9YPJyzoNKF96DTRqUq9lzY7jmrBMcBPP2NC76ZsthbnWko0TjCOJIw84Sf7lTzrGtHngPZ2Qv4c9sOGARF7o58kykpoDlHeY4oZk5k8ti27DiY5EA7mKwWHwNPe9Hj+z7e97734Xu+53uQZRne8pa34Oqrr366h7OweMZgbdViM8DaqcVmgLVTi80Ca6sW5+LbCmD8/u//fnz/93//k94+DErYs7APR5lU9YUHvo65mqw69+8Uxmffdgl9++iDkpB8+OQ6kqp4QS6/RDyPhgnj/bQNAFicP4gpeky69O62V8SLOOyIx7lSa8Jl4nO/LduoSMDiDjnnnfcfw1fvlDC2H/r+VwMA6g2h7K64SpLZduzYjjtuF2/onV8XT8yNNwh97JV8mGKJKave9XVlfKSt0/UqAl0JkxZ0XHoS3DNW7s7ZXoGCqSlWs26RkaVhbW5+dqiU42SFyIHD1bTzGKFpj1aKe+x/F99tQsfRU7HVwPexMLeANj1lo8GgSDosVHY09I3PI/ecItRNTcDz9caKnUVxCoceZFOwe3K8Ju33Jbe8DB/+6w8BANpLYqfGFzv76N/8JQAgHo7xKapcqerhZbueBwCoVSTBtdEsYaolf99zSBI3X3Ll9wIA9m27AqdOCOs5MyPnPTeELctzhN9CAEG33bFtBxp18fSHpVXeO02uZCjayKA8Je/QnksOAABa0/LvpRV5x+NBFxmkrTMN8dTXSvLvVlNC/M503LTJXNx1j1zXXXdKQny7v1okt6dRUgh9bCY81T61XHNx5S1T6HxR+plBnGE8knu/e17uXbJDvHTzN0lfu3zoYQw/JjaV9nichvz2ja9Jov0jq20cWhYv+zcPSYhheUqOkzC0MukPEVTlfke00WaVoWcn5cDRdILdZMZvZh8aViTs5rorhMF50ZWvx6ce+hgA4J5lERt40a6XAAD2dPfinoelT77sSjnOjoqEu4WrDDvxMnz6rz8OAHjpdwkzH4bSnju+JIzh8aNLWD0tbRrvlvaXagwVDsQjX61mSBYYSrRT2J/1jthoxsTmcK+HEtnUMZOLm/vkXb78KplMpadK+Mgn/kjahpsAAHuvkQTz+7sydjSCRbRqEnpXDqbgbSaqB0/dTp8KtI89M0TLP0dBUtmUKIowNzd31jYRPc8qJNBsNovtOx1h8paXJSJE2ZDBYFAwRbqfeqz1+OVyuQiH021UUODMdivTpMc7U0VOt1FmR3Od1BM/Ho+Lc+h+yjTpv6MoKhgiveaJWq0meOdFO/Rc3hnqXs8lPBVbdRwHoR8gjskSZhlSJvg7xXxNx+4Jq1OwNjxOMfacqczmTLaXT1X5U6bnDN1dVX18LKU3c/Y254a35WeE0un5VzbEFu65+3YsUj1zgSHI1brYcKUq/Xvg+5M5ngYYsa0Blez8sFKECetcRhnSOD0jpC0/Owz0zLQKAMjhFPNhjXKL9dTcaCrwMOIxh7GKdOk8+Azmq/jDecx5ruK5F+RpYWFhYWFhYWFhYfGcwgWVqvBcF9ONGnbNi8fv+PIJPHxcJEXXuuKdedHzJFfh2uvEaza/sIBuLl7ke49KvPjBvTcAAGo1euO66xhnlJ5kDOL2fRLjPWiLp25j9QQMZe5qU5LHEEcSx37o0ENsYIgXvUDixp1EPEABKEFdYV6Gv4AXvli8kIeZS/Dpz4i89Y03XYfd+8W7epxJtsr4rG20AQCnN9qYqUuSWMk7x3NwllcA53x3dtymk+OMuhNnJ6QpKeQaB06uHguusB8jT+NbMTwTJesz6xNsPiGDp4pSuYLLL78Gq5RWP/TN+5AwyDakPGQWi70ZOnSMyRGEFCOgrSSR+CxU8971vKJuiMatqjfj+CmxpY9/boTTp4UJ9ctynNmmeBp3bhchjt07D2CaNvzxT38UALBjm/y2h+IAH//cbZim1PR8Szzj114pAiD7L7kUY5WnpBdQvTSKNMtQLr46x+1DzLSmMTMt3qJeT97Ro4dEVMDQU+a6HrYvyjuxbV7ao7LaR06IeMnGeBnTLblHvY7cw8Vt8v4PR/Ie5vmkfoXWgGnznVpdk3ctyzNUeO/DRrnIu9rK8DwPrakpuBvipTv90CqqNbGXYE7u6SyfxXAgfeFwPS8YseEh8Sqv3cZ/92Xb6RszHNoQm/yBm14LAPjzT38AAFC9Urx93nAEMG9i6bi8Dw3KP6d9Skg7s7j+pcK+6POu18X2TnWFnVo6/JeISZOqGf7tQ78LAChlNdRCYRM/c7fE4g9Ted7XvfAWAMCdd34JblfOd//90ub9lwl7nw9EKnWxtYj1TK4/KZFZLzF53BWPfLXTRzYv383VJargvuU75Ti75f7U56uIPF5rIHZdHYqdPbAu40gYhCgdlDavrEtb19rCJjXass/oeIbX/dBrAACXNq7C/5+9/4yWLLvOA8Hv+vARL543+fKlN+U9UCgAVbAkQBI0IgmJbGKWKEKj0ayhxO5ZYo+0ZnHWrCWabqmlaRkKLUoNQSRFgKAIEABJAAUWTDmgUFlV6Sr9y3zehPfXzo+994l48bKqQCpZqnp594+MfBHXnHvuvuee8317f/v5JDFAsfWlpk+dOoUtZoP376dxTVgcyWmpVqsDJR/oU8YyYUMsy1Ksy/Q05fgKsyJMy/r6ujq2fCd5OyJ6kEgkVBK85O8IC1Sr1VQOkchYD79Xt7e3d9Vsk2Pn8zRPqNfrqh3C7IhJm13X3VUDSNghEWNwXVeJPxw/fhwAcOQIyae/lnhNbMSWJBwHYch1bhCpWjOBztPlIVZHGxAgEAGt5SWKNMrnCwDIX/vMzG6RAzrXwFyBx0NtqLbPjvO/5txQ2/WbZTKbYgIZFnAJA5r/bq7QPMfjOhMj+TGkOe/elhpp0saBPDmV12wKS71TZlvTtGFNaUTo5zjJcYZzeuQ3LgGHThgpxkv1nepD6RLtB56W7v1ZQWyxxRZbbLHFFltsscV2W9ubyvS0e128ePkikhatKOcnpvDAMcqHCQ2OJ2T24+vfIAnVxz74YczPEpo8luWYVF6FL9VJ2UkLkkiCY2xZZcIaIXQ7YxNClMyOoMoSe/UyoX+iRDk5S7HiL7xyGS+fIrTup3/ihwEAEgYberQqTtkOojShMw88TLKk81xQ9Zlnn8fsPCHu+w8RIrR0lVb8IWv4lsoeNsoUXzySI0QoZe1EEKAPrtSHWCCVyKP1f0M4tG1/pa0UMTjGNJKqkdrAeneHHPXNmJ/bSwFGA2BoOgKpSmxpqlywpmRVOHeEGRsd/bj/IOCq8kqWkVX1ECpmR2AJQS5aLLneWV5R9/qBu0nat9YmH6pUCTX+O7/499EoEwPy5Sc/BwB49tRXAQA31sj/rq1eVDkH2TyhNt975WkAwKPveAiTY5RPMKzcIhaEgYoRfi1LpzMwGe3ZrtCztb1FiGOnxSyXoyGZ5Bw8Rk6dgJ5Rn2W/a1stVDie+J5H3wsAyBUWaH9mJLwggKWR75bKVQDA1ib1R6/DMesmlC9rCF43rnevWOBpqK+b6G7S851IZZCao3u6naRxyd3geOwGjZGdi2VomztVgSovM3vxMG0zc0cCYBTZytB9mzxM7Elxlsatq2fPwCzT/Z/v0HgbcLHcTpPuf7OmYf845bPcsZ+YxlSGUPfuUoHOPXsJ/8PDvwAAePoyyWLPzzBC2TuEA9PvAQCcPary5gAA77lJREFUvk4+fs0hCdoLLvncyLEi8hYh7uvbdM0pRlgzNqHcG9cvwtSp3aNThIbrac7tMWls97dcrDMyaWpV3pYU2XI5QjPr9hbaHeoP36b9ay759xIXBDw4fRT3HXqQ/895GaC+c3SSnb9YOoOI49Nr7opSdbydTdgPyUW5evWqYjuG5Z9FeapQKCiWQ5iWubm5Hdv4vq9YYmF8hBERiedms6lYEzmX7C/tsm0buVxux/6yz2C+jmwj7ZLv6/W6uh7JBRImS8ZG+QQGi4RHO66v3W6rdgtTJIy9yGY7jqP6UYrCzsxQvqTkI8V2E9M0mKaNVEpU+TQ0atSnusOSzAkubj+o3jbERIiE9fnzlKN49MhRFEdpjOrn6fAp0Zdv7v9/KGxHNa8fBrRbFrt/DcNvdZ9zf2eLOeSzST40bWVa5K9brKq5sbWMxnX2U1Y6HuNCvSlmMS3bUvMbOdmwQiIRPeSzhjA8att+NJEEZBj6zlar9ukavEBUFgcOPnDtuqbtLLHyOmRmzPTEFltsscUWW2yxxRZbbHva3lSmJ+kkcOeBo6h2aEW52W6itkLqavccpzwfzad43rvuOAkA6LhVnFmkmMMCIxRH5rmmSUh/b1bquFijbaZHKWY3m6XVq8ZxmB2/DrNI6MxknuKty2uLAIDLZyn2NbISeORhUtsxwNrjXFlSizhu0e9gJEv/t5jxsR1C8T5SHMVzT38HAPDiFqEDRw7Rb6VKmbc1oWl0zI0yKcmM8so7bXGhMegYKsEzsPLva5EPLOx3fMovGvpIvuhphEJvqYJQfTRcmB4MsREk2Ca/vY4A+h6xTq+DMxdfgcd5LyOjo9he57hXn6tu7hRvgxZq0Fm5TPJ1+ior3GeBAYNjdU1bYlP5J84N0i1T3ccOPwulMj0jbUYBv/Ann0WvSwcfGSFfvnqZVKpWbxD6fceJ+/CTP0rFSdtcu2Z6hpCmz3z+/8Q/+Dv/EwAgwWosYoOo4mBBtJtZIpFAJk2o1+TYAgAg41ygtje3uF9C+AHnxyUILcpyPpJj0fOb1FKwdPrOTHMxX4Pa0WzSWNH1PBjMiK6sUX2W9Q1iwAIuWOb2IhgG+XcmZ79mu/eS1SsdfO1zp9GpUB97PlBhJTVYzPiGdI8lTtzoGUgkWLnM5IKHzLoVinRP9t0xgbTPNXzqNJb90F2PAwAev/tDAID/3+Y/xZOvfBMAkO3QtgHXtBBW7v6H3okHj9GYqoP89/s3iHFse3TOi/Xv4Xee53osJc5NyDxMn/kCOrzd4RmqSfXKOKnJLW/RcfLFPB56N23/4guUU7Z0nuo+OexPHSPAo/d9GAAQTlMbr2wTAh6UaBw29TzmMvT+uA565u69n655zqb3yWnzGdTadG2tOiHpLb7WLkcgXK9cRdul5zKpUaTB2DjnbozStg8W5/H8IinWPb11HdWe5IDevia5LNeuUZ7v0tISJjkfUBgQGZ8EZTdNUymwicqZ5McMMixybBnTJO+myAh2FEXqHMK+DOfmJBIJpYA2zJYEQYAJrjU1WER08NM0zV2FU4VVqlar6lyqcKPkYzDjJPtqmqaYHmGMpD/kOkdGRtT2UutIcnzuueeeHceNrW/EtmhI2lJbb0Dxbkg1TSI4dE3flScljIjL9+PMmdO46y6a445PTsmBBj+g6xp0Hku0gTncjnPepE7PruL2fBWD26TALKZbgcFzB50ZKx/03NhJegcbWhnbNa41xe/a1XVi0DP8jKXSaeQ4ZzjNc+0CR1dpGvtVGCHi+aLKCOep0OAUU4qgS5FSYXhkG8cyYLESrstsUjAUeRQO/BntOMFue1MXPYgihGEPR+cooa7nezgn8pQVeslcrNGkaZmTXt978nFkmS7eqNGE7tWVRQDAgQN0nISdx+GxAgCg3OHwGnaeNL/Uw66JOg8wkiyWmSSZ7MN807/30kV8+yVKXD3wt34cQD9kzORK95GVVHJ5GX6hagb9pus5vPd9HwAAnDvzMgDgmadJVpc3wfhEEb0udXvIE+gtmbDw4idj2zcJVaP9+yE7EYZXPfKg6IpK7FOhuppci7DBrpXSLjlBTX0d9aW4937EEEZHxvHzP/v38Jnf+20AgNfzkEqy3HmLC77xttKvpuYg4pebWiCaEltIn4lkBmleKHdcWgRL+BZC3jfoAAYNGqdf5eRmfkGaPOlfWrmGsSKF3Vxfpeck0Gmb/TMU2nHw4GF88P0UFnTq9BkAwMljFOpj2zbWN2iSNT+3j69jJ+m7c9FzczNNEyMMIMzvP8GftPiqt2nQhBGgzoV6S1Kk1aLnzWPKvZDPoMNJlUt8PSNpemAmJsjvOr0eui3a/sIFklV2+cVvWjxo6hos7iM7YQxHBuxJC7wIlS0X4QRNcDLBNJbO0QI95MVPYT9PiFosWjGXxvxRStR/37ufAAD86Xf/KwBgfoFC0X7p0P8IQ6dJfcKgRcb1TTrHK9sE7NSmbiDi+1Rin89YtPjJhQUAwMETC5jiULMXrr8EAPjW+pMAgOX1RdpnO8L5Io3tHzz8d6nNCRKySCUSePJ7XwYAbPOC/qtf+wYA4Mg8Lab2z0/j4hlqU5sFFDYWaVu7SL42ee8BPHgfTfaubvE7psWFHav0jriyuoIRkN+a99I758xVGr+jFAFtgVEHyvRuOcGFgc9X6Tk1wOBVMgEjR+3wbeoXi0fTc2dIyjo/mcF8gb6z/Xvg6LRIux1NwmLW1mhidfUq+Vuz2VQCBiI5LeFcEubm+75a3IiogCx6JNRLwsyA/kRfFhaD8tYS+iafso0cz3Ec1dbBRRdACyJZJMkiZzAsDiDREVnEhYPJ3ugvfkZHR9WiS65ZziELHMuyVNtkP2mzHK/T6agFnRzn7Fkq/L6wsLCjv2LrWxRFiHwfnQ6NdfqkDlMS9Vm2Wb9pOZFo6Dv6dFgsZWNjE2fP0nvrXvbBCVn8iGn9Iqf9BdbQJgNA3mumQAwg4vJdjstGWOPjSGZosdJjIP/KDXo/i5z7fMbDDC+S2h49O5UW+WuX29exLGxu0Bib5vH9nvsIeHJsWfT4apXTx4F3TyAFmE+osipkamoEHSlRVeISH11ON5Ci8WEUqb6yDAPu68xdboNpQWyxxRZbbLHFFltsscV2O9ubyvR4IbDWitAzCaXJZTOYHKXVrsErwl6Z0NutLVp9rjTqmOGiojMThG4L8s2ACpZrTUQcnvHOuwl9K3JxQ5sREMNOIuPSNpubhCR1ONxjs0Hf25kCHnuUxAkcq59EBQCBLooGIUyLkq47LstFNmmFrOs6EiwzvHCQkNT6Gl1Hs81MSQoIdbpGx6PVq6ZRWytM03tJH1mHV7a7ipNKQSt/VzKXJInJUjaKImjaTgRChbuJlLWmY4DTGfh34DOK1Da3g6BBp9vG2bMvIsn0r9sqwU4y+schEAqp4752fR/SY5Kkp0l9MmbJfKMHLcchjPzkSWiWKlZq+DAs3t/j+8tokYQkhoGPRoOYIr9L++/bR/6WY1TyxuYNvPAyhe/ceZISyFcYSR0dLeJr3/pzAMBHPvBRAMDsFCHZKrzND6C/NlhC16BpGCsS07NaInZh/jAxPpeuLQIAUikbKZv6zjKpP1NMoxcLY9wHSWhpZggyJBd78jih+BH7qR9GaFToOTtz7kX6LuBwD+6X3IiDFIfbaUbvtpBm9d0A5RtVTC8QqjsdmuiNE6rXTtC4aeg0UO4LqW9HP3gAfkAI3qU6ye1P/gQXtQ15jFw+g+P7CbnrcXjcZJp89HsX/j0A4PqFLRS4qGy3SMzI5PgCAOBHH/1x+ruYx5UtYkLKDUauDdoWLPxhbBjIaORHjxyg+77dInay3F6BYxEa/+UnqQDpRqcKAPjwsUcBAFOJJGyLrm0kx4IGVwktP3yMnot773gQL7zwFfotpGenmJ/gvznhPJlE9SJdf2qNRQa4ALb+TmKecqUuCmPUHmeL/C9V5+TeGvnwPXcdwUaT3jE3KiSMs1km1sHT6X3wvsIH0GvSedNBDzpo39vRhBm5dImEiVZXV9VvwpIMJo0DfabH8zzFgAgjMiwL7fu++v/gd4PHTyQS6tgSeiay2HLcIAjU/iKHLe1Ip9Nqeyl8Ku0YlJMWpkrC02QbYWUMw1BhcsLQyDkGw/iGSwxIaJ60tVQqKeZJvhMmTQq+FgqFXUVfb3uLgNAL0BOmxzBgMXsdSrFuJRG940/+gz5k3pnge9BqNVQY14VXKRpCiWrwO1QfLCqqqBo5h8TA3Yzp2bltXxgaahJnOdQOe+qACme7cJGEV25wisn0GPlvvVFDqkvPh4TFNThU0vPpyCMjBkIOOQt9Lhej7ZwbhoGnKB5hbTQVhdRPAZBLSpg739ciEtULQsikVoTOZBra48LvJvoS2o5poMPiRjezmOmJLbbYYosttthiiy222Pa0vanL/IRt4/jsPCodWhluVspoMAoSdqsAgHyaVqHvevQxAMCj978PBqPAl5coIU+LCPGYSi7QcTUXq5zUXG4Q4nFohnIVPJYPDr2WSoLablKs+ol9hIAHBKzAbTdw5hqtej/yUULAq2VK5PKbhNB5sFBvUftNXv0agpZEITptaluN0Z7RcWKnJkxCX09f+A42q/TbRJFQecvkeFxetVYbDfgerbCzCWGDdjI1IXTFIMgSX36Tdb6Bfk5PqBLjRMCAzhVGAxKKeA0bkEAkNGxvI+j1eh1f+8afYnyCWMhOt4tum/w0kuBUUZqQQlp+oBAfQSEkCdJhyWbf97G1SYivJMTqjHiYzIaYdgiDc15Cn3zXjMi/HJbcvXThHBJZQrQNEb9gKOXh+4ipfOGl7+Jr3/oiAGB5i5C9KRYb2Kqsolan5+TyIiUNz0zOcNsZmQnfOKcH6DNEl27QcY6dpLyJSrmk+iDo0TMxznl3gpKW+VOPcko2fnqCYt4nxqnvazV67qBp6PHzlskQMiZymLrdl//udglBbbU68L29L7ph2Q5m5g5hJCT/mRrrInOMxpptj/wlwQhjpkr9d+RwDgfGKVdihf1xFdRvV16i3JJvX/86jiwQkzKfvZ+2CSjf6nCa7vGd+QauapQfs/gqsSe5EWL63nU/+WExVcdK+U8AAPtTNN4emflFAMBnV/4tAGDynRNYbxC6/93v/SEAYPoYIeLd7gZyo3T+2XkZS+l5sAJ6Tk49dxb3vJ8KoH73afJ506Z77+QZyXdcZCfoGc665Gt1fg8k+HjFYhHVKfqumyCkcHKSnoEXt75Ex23bmJqg/nU0QufzoL70c9TPOaODFhchTqYL1M8rlEN3vUP9PZu7BJvj0i+c/S5adWIxb0eTvJpymXxIWItcLrcLzR5kXQBiP0Q+WoQMhBERBimVSqncF2FY5DjCzgx+J2PgsOjAoCSvsCjS9puJFAiSL+c2DEMdW3J7pBCrMDe2bav/S3/INvLO8DxP/X9Q4nqwjUEQqH4QCW0RX9jgfM5yuaxYpdjIoiiC13ORyRUA0PhqstiPF+5MtO8LCfRzcYRFcBLM3EoifxRiZYXmqDa/669zcXuZi01Mzar5RD+vWhv6HPjtdaWrd7I/Pkc5+b6Oiys0Bl1dJOn/POemnzhA7/K19Qi9NjHlnYb4Lj0bLh/QchyVsuypKCCOfpGIF89VggP6zuYoAahoYI7hmPqObT2e05TavmJ95FOiaQKpIKIBGueru16ofr+ZxUxPbLHFFltsscUWW2yxxban7U1lesIoQi/0MZImJCNrW2g6hOhu1Vju8wbHQp+nleYP/eTHMc6qZr0GodvLm1UAQKvH8bmRgQlG5edZkURWc+2IWJnV7g1M26RsNZUnWdICo3DXlwlRcXIjeNdhQu1yHGdpMhpdWqV21UtleC4dM6EkLTnHyPfRYAS9xm3cf5QYq2yGWB3NqeDsOWJxlleJVTp8gJBHKeIIHSizolvPo34pMHKg94M8Mfhf+s/NPm+GAgzkAYWhKlgqaMUwqzRM7Oz1VIkwDNFpd7CyRDGvmq0p9bq+YB7nRvn9PoqG0AWd88BSnF+mOTraHULtum26rzYzeYLCeVoDPqv6pZKE0HV9QidrjExHYYhOQyTQyQe7Hvnd+WukPuiGZZy/TIxiw6f9Th6k47iejxJLvFcb2zvaLEikHwTYXeJst+UZRRwfpeelw4jSieOkFBeGPpKcnzY1yewUI6qZDKGs7XaHUC4A2Qz1lSgbCmpkaECat5+Zpuc3YDZUFPFMU0On6w5cx97PP0umkjjxwJ0wk+RXKb+KGzyueHN0L+6dpkKZU/sJEde7MzBYWrrAfXTXyLsAAK8eIcZlciyP6yVSGyp3KNfCiihv5ug+yvU5vXkG5xfYj6/TPXZLhHz/yZ9S3s/7Hn0COWaGnnyJcnuubxKbMzdNSnE//ZFfxGee/F8BAGdZdc0pkrxrJncAyzeIYZoeI/Z+c5WQ6hNHSb1TMyK8cuUZ6pAMnT/Rojy4V05T/ldyJIX9+xcAACMj5GOjrBh44hh97xTmcGGE0NiLnItTHKdx12MFwu2oidJWFQCwzpKtsxPUjscXaKz/zqUv4OwK5SRl7AIAYNwgVmiqRWPC85/9LFoFZhDSSfTC145Bv11MWAphTw4fPrwrB0dM2BTf9xWjM6xoJjLQ3W53FzMif8vxKf+VxjthceScwuA4jqOYoeHioJ1OR51PmBo5l+zTarUUyy3nlXMJK2Sapvr/NI9zwmDJuRqNhmKB5Jrl/SHn1jRNnV/2k9wi+VxeXlb5UNKO2900XYeTySA7UgBA71fJhwl65Gf68JxqkOlRRXDpnmW4f6MoRLtF9+PiJZIOd2xW/hOJ856r5hmiGJfJ0rxRXmW24wwwTdjRDjVf66dg9+cpJvnghcVruHDpCp+X/CztsDqgRKSMjqLEOTE6R51kOK+46Q2UPOFIC42VbaUkgryzA89VUS/DbR0uiwL0mR6L+7DLNE6jGw7ll/d3u3mOeYTXIXpipie22GKLLbbYYosttthi29v25qq3BQFWq3VAI+QEAVBkhOL4DCHDTotWj71xWo9lkwmMpGmbXJ6QtWyVVr8HRunvTK6IFqMx48zQqCKevFp0YCK0Gd3hc17bJFTRZ+bm+uVLeOUUFxV9mJDGlMQy2ryCHysiwQpRPc7z4AUvwjDCmVPnAADTowvcZkK3hcVJJh0cY4QyzQjM9RuELu5fICRzxrHAQhTYZBW7bUZtCoz66IMFqCCXPBz/qQNasLM/hlAKQwtVsRmJ29zF5Az8fTuot2ka5Yeo2NlAQ8R9q4uCms8IIXevbhoI+Q/pIs8ltKRWp3vo2A7ANZ7kOFJYTBVyAtDrEtJ5kOtQNZkdunGF4v4N00DIqipOgvMbGJG5tkookm2GiDjPY6NEyH+3820AwImDD8F1JfeFfHibc3Ak3tjzXKWpP1wsb9BUXRxmczzOQxodK/I125ifIxZHOlSUA6WwablSwyQzPRYjZIHb43NTP1uGoXKjQlYYG2FWd3SM4tJLtauwGT3TNa3ft3vY3KCN1dorcIW56WRwKEVMzOXNlwAAV1qv0G+zhwEA9+77ELa4+NxXv0iMTBh+FwDwf/3b/x8AwP7ZcVxY+wydxCKkc8r5EQCA79KNfPXK91H1CXE+/FPEJn3k5McAAO0asTr5dB6pBLHn++bpeei26R5trFBM+3cufQ4JncbgiRFik7K5BTpXbwuNOtXKWZi/DwCweIH2O/cKqbHZTgb3HKB8oQNpGkM//5Uv83WRD2y2rqNUpuiB9BKNpaM++c9H3/HzAIA7Zo7j+BiNxX9xivPhbhAqmtXpndEZDeHycx04dJzEGD0z3/rWFwAAjWIN6S75dr5J1+obxNy3tukZ7hkB3CwdMz81B92i896OJrVzhKUQ1iGRSChGRRTMhKGRccuyLLWNqKbJ36J+5rquOvZrMTVRFCmGSVikwfo6ADE/wp5I7R453tLSkmKGBouRAn1WZ3x8/DXr64glk0nFFsg2wuJIWycmJrC0tKTaJO0fPJdpmioXSMZtyX2S+kW2bataPfv27dux7e1qumEgmc2rd18Y+vA4eiFUFePlo8+wyNxpmPERNdVCoYhqpQoAaDVpLDjzyssAAJfvc3Z1Ge02+WU+TxEUqmYU39d0OgU7Qc+H+KUUBR0dm1Tfdzlv3uVoiK0a+fb5C5eQUscUlUI6V8Dzl5HiBAojFDnlcy09n6OB3IjV0wIPPr+jfZ4biWKdyAiHoQ/haNRcSmpBKsKnP88yJdJItmVOhnbh/RSFMxSFNDAtpbnaa89T39RFj22YmB8posUduVnfRpUTjyenKJF6u04OcOwISY2OJB01SZodoQf0+g166TXYWRZmsxjji2/2+EXEk0DTps9cahyOzoNIks5ZCWgwubhOL+7x6WnccSclyxYKtHiaLdJL+MwFmjgEnoeTJ0lW1eQbcOEiOe+ffOHP0K5xsuwhmoileMByWeAg8HsweUUzN0v09XiRBqMrXIk6kc1iZoF+czm8rVql6yqxiEI+aYuC8W4bDG8bTnLjxZQ+mEgm0otDEowiiKADu2jKPW0RgBAIIYXoAIM72xAJVYslHTl8xQu66PFAI4tgqTOWSgs9HmCEJ3UjRRqgNis02Skwnb69vQmPK9A3u7zIGRpQ7YQNM82LHZNehNsc7uBrtM/0zDhSSZ7wVegFKRXkXdeFzUV7n3yaksy3SjQhPDB/RDVeXqiZjEhN82REivjZDjxPknfl5Ut9VuSCZcWRPKa4CJsqKMjbqsRcP0KOwwBCdjA7uXNyYiJCqUyTmoX5AwCA+++h5PXNLerD0A+g8zGTCeu2eIHbpo258TkstkiOdnbqXfi7P0oFPr99hibh/+GP/jcAQIJFWr7X+d9w6DCBTJjhsIUe3ZMbTQJtzn9/G8f3kY8czFP4bd6h8XeDwSJjwwDP5eEV6N5aHOLwvkc+AQBYXH0a5TaFid514G8BAN55B4kcfO00tSuMruOewz8OAPjqk38GAPj6M+SXtm5gfvwQAODpZ2ghdcfDJGwwPUG+EfTyOHSIfGJpjELynG9wMjoXs0tNtRGA3jt6hR7Q7Sw9M5c3KXzv5PQJjKbpOHmXxu+GSWOy7tD7wA7nsVyjfjwwQu8Kz6NnLjFKvmfAg9Mif17eomeul+fng0sajKVGcOgwhfdtaA2pRHBbmiwuZFIvk/MoitTEfXhyLwuTzc3NHYsSoD/OyOfo6KhapMjCRs4p+3S7XbVYkU/ZplRiwYtEQrVRPgf3kQWQfCehYxIe1+v1di3wZEEj+3a7XdXG4SKncjzHcVS7ZaEn/SH7Goah+kXOL8UnZRuAQtwAYGpqake7bmeLokhNrlv1KsIeL5Dz9M5OJOheDQoI6Ao4FoEi+i2bYSn/ySksXacwXfGBar0KADjNRUtzuRwKWdpeQtyTDHLLpO7ixVfVBMMXQJ+LgeY5dLI4NoWQ37Eah8m9/BKF+epRhHyOngVZfE3x3DuZpcWTaduIeFIoAggBnyvP1w7dVPPyQJ5NbqnHpVzCKFLzRpk4qsWOLNKj/rVJeRiLx8Ke0unqH0dC+/rHlWC1/jZvBMvH4W2xxRZbbLHFFltsscUW2562N5Xp0XTASAIJEAJzZHJcMTGGRWjEFtP/XsThO6aNECIZSSzKlIgM6Jz8Z5iARsvCG6uEeJ79Hq1sx6YJnRw7lMC+aUKqPU5IszRCWRIa/f3qmfOoTNJq96d5hb1dJwTcSrFogWuj1pRiTHTOa+tEF79y6gwevY/CPNIseSjJaiL9F0YhZC0qQLSg/Hdn7gQAXLl6DfUW9cfIOK3KHUYIN9YIdSo328hzwUxzuJBV1D++JN2pwqVDCWXaQEEsQSvEtP5yeojh2fsIejSgdhxF0a7QwQwjhwcOcBHaegVlDiOrlwhBEXYoP0Lozeb6BpKM6In4xcQYMXqTnOTfbrX68qrM9HiMsugOU+YTOYQ6N7DHzEiKELqAFUwbzRoSGWYbdWqrIH7b5XU4Jvl3pU2+W6qQNPuLLxUAADPjx5DJcGhmitqcljALDktLZTMKGXSZ5TIV5U7XnE4n+oUBRd5bZFX507IshXS6grx2utxPtE21WukXMeNrPXqUkPZylWSWQz9ER06i+a8rW7lXTHdMOAcnMLNOvvHwoXtxsEChguaJDwIAnkwR4xN2COFdra4gU6fxpBzSfY+YoXn24tcAANulBhYmfwkAkDCIWbm4Rmz3H33l9wAAGyUPziKh8t2Abs7z4V8AABYmya9DuAh9ei6efplCxkTGucu+63R9tHPkuO98iNi7X//f/9/0Wy6DQvGHAABBgXxhs0nMUbNOfnDy/oPYP0m+oNk0/r/7UQrxMyQsNePg8hohqmGbE+UXyI9XbjwFAHjKCXD37AfoO2YVV1nyOuQIhIdmH0cmpH54eI7C7b67TPtvZ+jcZi/AHY/RWF64TPflUoHYpFFG1DM9HfcdJOGDl268DMu4fRH2YZR8UA5aQtQknG045AwAtra2bnpcYTRc11UFT4dZJWFIBrcfFjmQcTOKIvWdHEf2N00Ts7OzO9oqTJNsk0ql1Lv2tdicKIrU+UXAQFgdaXM6nd7FGEk/iem6ro4j7xO5DjlntVpVggjy2+3O9GiaBtNOIMfiOJlsHhYn2GumPrwxf+g3iSpg9oKZFs/3FQNhsMBRwO+npvhLp43tEr2PU/zOFYGgiSkKP0xl82gyQyQvxB7PD5otus8wa6ix8EqtQdsKq5PNZtFl3xORhdExij5J8vs9DAPF3kijtb5yAJ164Pql0nqg5p3yTGkqWmgoKG0HKyOhhCbPlyY5isWrM3Pr9XcUcag+U6QoIDVXgPb67/2Y6Ykttthiiy222GKLLbbY9rS9qUxPEHmod9fhBYSAzO87hKk0IYK1FqHaxw9QTHXOInQ6AmDySrLGggPLjEpnbUIZV8p55DOEDmVGWQKSKye9+vz3AQBrX76O0UOEsi3ceQedY4LQka0mIZH7D8xjdoZWveCch05ISMiNpUUAQLvm4rJGkqnLlym36OXn6ByOpqM4RueQWMwO5+BEIaNIug5XpP54pa5yNhiZmZmdQZORm/UNQhz3HaK4+lSSjrt4bRmlBiEEOWaB7JskbvcRCG3oe/lW64sbRMNbCksUDSyefxAh47e5aRoMw1CMRBhp0DmRL5QCWIyM3XEX5Xflizm0WK78xiIh0RfPUXJ40iHUpjg2hp/6G78AAPj8H/5nAEC3TvHCnS75iW5BIUudOrMnzPAURgmZMU0NPRZSMALyAcnRMplZzCTzCHzyC2F1PJe2bdRb6HBOktOjbXptiu1eNRcBANuVMu49/gQAIJsp0HUY9GyFXeqDZq+mnCaR4VwnTdBaQo003UCtTihThxEmyemJgn7irzBEOif/ChIqYgTLK9fQ6VGfSyJmmCcUbHySEvQ7roYmjyNra8u3BdPjaT629A30itRf58rPYrFE49v1NjFgRx8jUZZsnfpt8YUncW2D8ry6OUIHJzKEbM5wrcLD4+9Co0G+uVUnlPyp7xJTY2nkB2PpOXRmaHzsTtD5n332mwCA6gox0r/0d/4fcMYod+WLz5FoQsMjX/mVnyc2Z3XlBv7Vb1N+T26WcyBZGrVR28ZnP/u7AIDI4lyJJD0HH3nvT9P+m6v4PufrrCxRaYE77l6g/S16V1zaqMOsso+F9DzMJImNGT9Gz8AL6y/jEjMCZS4iWuc80C7nluUnspg36R2xVaFogvYmoarhAWqzhSLWyvRd5jEq1jrF5wy4hELDq6LcIYbi3rm78G37z3G7m7yrhMXY2NhQ44CwFcKICOvhOI76TRgfyXMR9mN8fFzlBso5hFkWZsPzPPV/kZWWcwjjkkgkVNvkc1CkQJgdOZd8Si5NIpFQLJbkGEnbJXep0+moNkpR0VFG++VvXdfVcQYZomGTY4vJcSU5Xtf1XUzT7W6GYSKXyyPL86xUOqcKiEfMMgyXCtF1bVeUjGwjeS+VSgneEJtmmHS8Hkc1JBIJeCw8IGyhw5FQqUyDt7FVpEXA+bSRtlOICoigy/yV2X0nkeJtLPg+7ZfLjHB7yJddYR/dHnrsu90ui3XxuzSZY1bGTsBhKW9dok7kY0BSW7xSedfN8m6Ejec+HOWSNh5/v1L34AbC7MhJdjJP0Y55afS6eT0x0xNbbLHFFltsscUWW2yx7Wl7U5keQzcwkhrBaIHUeA4W5mDpHPPIK+Jzl4g9efQOyo3RtAg9ji9scp5Lg5HmrTohOla6iHtY9WImTUyL+eCjAAC3Teu6hJXEs19/CgDwtf/6HQDAOz5Aseq1Oq0eT73wMlZmKY8hP0MM1KWLpGb04vMvAQDqWxUYoDaPFCj/JwyoXScOLsDgFbZI+CZT1MXNJq2cI0RqRS45DRGvjAUJADSMjROaqNRlWF1pcp4KrBqWgcsXSFmoymySMD6WKFxQB3I/7vyMRMJaw+48n2GZQfS3GRDb2MMWIUDQv8wwUiohlkL9CDm5eJn84/1PPIFHOR9hY4NYky+2FgEAGiPT6fRJPPwwFYH8ky9+DgCwskrb5IICnUpzoXFsa5dRGjtk2VvJacllMDVKSKHfJaRua51ltDh+POx50FKMJHFRtGKGEMO6pqPDqomNDiNK7DvsvuiaXZQ5vhgBXbvLqiyCcpqGAYuZJSclQwmdU+PPWq2hYn61ITlPCRvWdF2xP31EivYX2dfSdhlpzgWReOPxCWaJG4SkliuraFbpupJWGrrGfbKHzYiAXKjjgQM/BgBYu3QFv/2n/18AwIGTdL9P7Ce1tPfsfz8AYGL2GP7Np38NAJBO0r08HNFYNp+hPj2+/73wmTWrtp4FANx9gpDB6Qzly+jGHD77nX8DAPjSk18HAJQu0Vh00SeW6fzyy/ACOs4DD1E7Lq6U+fMUAKBd7WB2gWSt03MFAMCNKikd6VEXPrkExri49MN30Nj+sQ/+KAAgn4vwwtofAACWN6koqF9lf2RWqlFu4Z5JYpy2t5jZP0bX8fz2UwCAs+sb6DaJAdOvkx/5o/TQpSbowfjTlc/h4f30/jqUIFpsavQRAEAtS/s8de1JbDrUDzP8zKYtuq6NBiH6zVYVZ7eooOpH7/8QlQ64zW1Y7rdarSoGQtgWGQ/k70G2Yn2d7ut1VsmSMUQYGKDPiIzz+1WOV6lU1LjWaAiqzoUZOdchn8+jWKTnRN6Vg7lBoq4m7RGmRywIgl3S28K6rK2tqXPLMV+L3bIsa9dvw0VcLcvaxZwNFx93HEf9X9oqbNLtahoiWFoEUxg921ZKbH44NJcaKP/xWkqhklOdy+ZUUW7ZVoqD+jzv63S7apu0yD/zYWsVGjO9TAZpZqFEmU1X+W08p4uADOcEyTzFZXlp6IZibUKeK2xxNJHPf7dbLTQakktHc4dQcplZ+a1YLGJE5dazL/PzMliINJLiqNHO8a3Py0R9WWv+ymD5Ng7eQqoXIuA5v8yZJQJEjhNCg6bmtIaKprqZxUxPbLHFFltsscUWW2yxxban7U1lesIwQrvbQ8oVZab+qsthJF0U2RwuUmjohlotzo+SnrjbISRleZOQHXg9GLx/iuMl5/cTcth+iFZ/l86ex4MP0Wr36e9Q3Pnn/j2pGqW4DsnkxAy6XMTpM//2PwEAShuEwEisZTKRwGiR0BCpVzKaIwR0YnQSToK+01hxrl2l/J+uRyv13GwRRofaur5G8eayCg8Cui7SJediVIIyKZUWQqFyo2M4fJSu7drlRfqtQavyNKPvtj4Q6zvI7FADlWm7/kM2rLhx29kAJBAxghb6orpDvXLuDNUOWVk9jyfeS2pZBsef6r4oDpG/HFw4jElWb3rnOx8HADSbhKgEGh230WgLWYJ0gYvgciHRYoL8rN3sIsEb6YyGTMzQb/UmNTrs6WhzYVuHUZFqlfIs/ChCxGpbnQbXA7DoXLZG6FEQAk6ensERVkB87D0fBgCkUrRtq9VArUpsULNG8fQB5zzVm6JI00GCi6lZ7MOqqJvo8lsW6lz0z2AEUxRuxhhNSqXG4Th03us3KG8DdXqmpsYXqO/KNUwWqf2jowVsLu79PImskcV7s0/gJ49Qgc3r45extPnHAIA5rsGzWuHCypz4NTdexP7xAgCguUnjCde9xcgcIYQvnvtt2Mxov/t+YkgePUls0kb3LACg3bJgGeQj8z7lYgY5GtOq7Bf/7nd/C1N5OuaH3v0/AAAefwcxTp/63L8AAFx95ToO7Kex/VCO2Pd77zgJADh76VWUetS4To/aOruP0MYxVr103QZ0l8bdJ45RG7/4CuUfrVWoWG/OyGArom2qOULb/+D7xFItueRHmpmBxXU1TFYYnfLpXJgh30PCxqUqt6dLY3NVf5n+5meq5ySQZ/VOnVVIWx06R+BTG1L2AmYWCOHd6N2AFwrLf/vZcD6K5PE0Gg2VOyk5OPIpjEQYhqhWqwD6bIUwLcLmWJal8mqGWRNhcWzb3pUfI8pmwvzU63V1nOlpYkSlvk0Yhoq9kU9hfuRczWZTXY+0Va5HahN5nreLIRI2SszzPNUO+ZTjDirfyXfC9MhvYr7vq7wnqdcj+UPD57ytLIpgMItiWjZcjoaI+N2oplD8/tJvwvTIe7DZIt8ZGx1FjqORWsyi9Pj+SAFRXddhmVJ/j+dwFqtHciSErumwOM/HYUZE3qM1Hpd0XUc6TX4tueVSRy8IAxXlcWOF7vnSOuUxtpiFbDZbaHflWZL6WOBzUrvuPnkcdwrbynNer8vn4LpGlhapgqOSgzOcbRNB21XAtC/IRvsmHVNNXIXpcSwpZNrPH9IUk2lgo9TCa9mb6tlur4drlxaRuJsTtf0ekhIOxg2em6ACUHMzU2o/oQiznDjV4RdJN5AiTT6WOBRnghMEM7xoGp+hCVutPItWm5ztkXfQfhEnXZ+9TFW3q5UKcnkKWTBZHjuT4mq1vCCZmZ5FIU8Ud69LDu37dJc6XRcuJ355rsha0zlsjaUyC6PYf5IWZMHLFDbSKHEBNrcf1qSrh4hlfTnpLc+Dfalcgc0D9qFjNOFYuUZOvLVNg3VoGbCFalTFRbUdfRoNxK71H1sOMxh00NdaGe1V0waL/fb/iFge0uvSizkyqY+qtR6+8JX/AgDIj7C0MxcHvTNFBT9ty0SNFzkPPvIeAMC+gyR5/Z1nvwoAOHf+Gbic2JhOcrJrQH/3QvL72an9aGwRJR3xXCmb4RetTS/RWqeNiH0mUeAF0Tr5mRb5SLJYgpGSQms8YPCI47s9OEy/WxyqmeEK8pP8jHY6aaSSdI6rTabf/b68K0DCHeK7CV70KNlXloHfLpXQ6UjSLfWZFFBL8eBtOQZmp0jM4/RpmkSUyrTQyvNzUCjkkOIkSMtM7E4u3ZMWQdN66IigheHDShUAAGFAY+D3zxPI85///NMAgJK+jq1pTpzmo0zyQh15uieXti7jrikKIzu0QAuJFr8Az15dBAD8xQt/hOWA7vvhd9G9OXYnfa5u071pdHo4vp8WTecXKZxtq3oBADA3TgIU3oSNsXGWSw1o0ZQ2afxMORFK2yxgMUqTWCdDr61Ty5+l770pnLtOL/y6TeGm2Ry/7KsUEldO1HExooV1in1zrkZ+VOAC1NeNDfhcGNjmF7lb5KK5vAC0fA2tLj3DhRkK13vu8h/TPiG9aywrA5dDA700yx536NweC5Zk7TGUeaFW8jx0gp2TgdvRZMyQYqBhGKowLkn8l09ZLHQ6HbVIksWCHEe29TxPLUREPnpQqlr2kQm/bCuLqX44rq9C6ORccpxCoaDGNVkkSTvkOI1GY1dRVHkfi3iC4zjY3qa5jFy77C/hdul0Wp1Drn1YdMF1+4toaZckx8v1dTodFW4nkt5Hj9L7SBZst5tpmgbTNFWYtWlacBmA1q2d4WkqREvv5whIKQqZwnd4wdRqVpHl95TIR8t9kQWm4zhqgaoW0Ox7iYHC4AIiStFwhDQ3rfMCOEI/bHJslOaqjUZ/QSR+ubFFY3eFF74iEjCIQQwDEjJPWFldxcQYPS9HjxzdcR0izj0xMYmgVQWAfqi8CA8oHYJo4BwDaRnoix/ougbbFplvOn8mweJfWn+WJs9pFBlqIXgzux1mBbHFFltsscUWW2yxxRbbbWxvyPQsLS3hF37hF7CxsQFN0/DJT34Sv/zLv4xyuYyf/dmfxeLiIhYWFvDZz35WUbSvZW7bxerLi1i/SGjJxdll3HuCJD0nmIpeXiK2wr+XpICjqE+JBczwjKRppVtldKPSq8HxCNXR2jvpwZ5Oq+DcaBb7Q0IWJVH/XleKkdG2SxvbMLmw0kGWzq5ykSc5XiabR4UR5gwXSXQcLqbkt2GyVLZt03qyXqEV9pUlYpMK4Ti2SkIlUzGzmQMkKdvYILTl/OkXoHGbpLiVQhV4ZWsYRn+FzBToHfeRBOvFs4SkrqyuIzKoHba+k81Rn1o0EPo2hGDcJMDt9cUA//vZrfRTMX0gmT6IyI+kyyWEQuTUdc2AzQUeDS5+m8lTCESzQsjORuoSvvzlTwEA8iNUTDGf5QTyefK3tbVLqLAkeo6RSo3pOhESaLWbCNkvXJat7HFR3xSLIBi+hyCgbdqMFBo6F7lLJmF6hFTaFidpcnHgRJqFGuwQ15cpKfzwQULqI97H7fXDSDQJCRmSYU8zi6MhhMPopsVImbhQghkk1/Og6XR+SSD1FZ3PBYV9D44wTmliO5fXFwH0C7Alkin4PqGj++b2w7LemoX2bqWvhqGOVieL1Q4JwLTDKzgy9lEAwJhDrPUsd8N/+M6fAQCSJ3tIzVC/pi1O9L9AYbylNQpdM0wLa63zAIDPf5Okpp0u3bjvvEyiBY1WE9F+ul9LPh1nyiJmZWyMxTucFD7wkZ8AAFxffZIaEtGYOjdK4ZLau9O4fJ0YmnaDWWqWUEelgvkDdB2PP0bb5zmsbbP2DQBAbfMazqxTGFs7Rft//KFfofMfJ1byD1/+D9h2OUypQ+c/x2P7uEmIZSKpoclS7sEoM55pZiBrzNSM+mh4hN4+xSF0YZojDzxiX71eBwbjiWMFCtcL2L+77UX63NiGW1ygc6Cl/P2tZH8dY+rNTFgPYTQk5CoMw10CBhKiNcjcbGzQeCnshiDoTQ6ZNU1TIeiq8PMQU6NpmmJb5JyDctYAsSryjhSJae0m72O5HmFj5LoGhQNkW2Fq5Jqz2awKyxvsh8G2J5NJdWxhavZzOL8wNJqmqdC3YRvsA7k26Ttpz9uJ6bm1fqpBNwyk0hI+GcC0OSxQJKtlS5mS3SRXQPwzxYxkMplCJstRFZucyiEhdCJIoGuK2dGVDDUdR4kHmYY6r7A5QciskMx5XVfd40SSzjnKYeKl7S11vq4nIW87wzq1Aa1pJbrA50rxs9FsNJX4xtQMj/nMKlk8pzF0HSMshFCr0fMS+DKXZwEORKqAqVg4xAaF0aAQF7ivJLwNUD+oKKbXj0d6Q6bHNE38s3/2z3Du3Dk899xz+Nf/+l/j3Llz+I3f+A28//3vx6VLl/D+978fv/Ebv/FGh4ottr82i/00treLxb4a29vBYj+N7e1gsZ/G9pexN2R6pqenVdJeNpvFiRMnsLKygi984Qt46qmnAACf+MQn8Pjjj+M3f/M3X/9kpoHCaA4hxy9vra7hi9eu02+8kq0xgnL5KjEjiZSF0dECAMDO0OpQcwiNSKdYxnl0HwKfc2d4idrlAqiVHqFvXd2FRAmmGcXI5Ip8jZREG0BDi2WCfUa1pyfp2gXBTiaTqJYo7ny8yPk/IqPp2Cp2UYrZNRmRWbxB17k/BYxMUGynadPn9jYxXzMzFA+fXroGjZE/w+jy+Xnlr1bgBrKMIvQYefdZ82/+ILEGiCKsrVN8dIJR9jDgKP4+1YO+vXG+zlu1NOmt9FPbtrFv/wxcZmwMI8LGJrF7EfuQzQVDQ8nxaftIFTmG3KI+rnM8ayoidKTedBAy8xYZ5CcXL1EB01ZDpCF9WJxPoGu0XyFHiGO5TL7crLegMbrTUwgxxx2bhEr5oYdslo4j4gBVLjbp9QJk05x8yIGzEgMb8Bf1oAt3k3x2fZVz3kqUXJ7J0nVGYQibfV9QIpHDTHGukOf1VL/KNpLkWWoRktntdQGD833YH11GID2fkUgvGCgsSM9NIklonGXQmLFveh9M9vMDBw4rMZS3mt1KX202G3j6W09ie+0lAMDD7ziOSpvYjpUWjStPnyWxDZcL2iY2R5E9SGNg1ye/mxynHMoMs+nz2gFcq1PxzR6jdGPgnIcx8r2J46PYPE33NyyyFPAM3fcXXiXGaK2+jlKTfP3YGMV+L8xTjtvXnyPG6MCRg9i3fwEAcP4UtT2bIxb8J//mu2Bw3tihaUKzWacFf3iB9q9urmM8oPZvtdivt8jXD56g4+ScDFo98jfwc+VP8jsny4WHu3UUHLovVYdQzNCl5z5lMcKp6XBNYRToujTQOes1YoC0EJg2yEd9PmfNo3eGZjICm8rD7dLz7IZNhGH/OXmr2K3009czYRtEOEDYC03TdgkOCLo9mD8jTIrkrMjx5O+xsTHFvsjxhDGSc83NzSmmR1ggOeeg9LWwQIKkSy5Mo9HAxMSEajfQZ5qETcpms+r80h5p46Bct2wvbZRzCRvjuq4617Vr19T5B/cxTVPNS6Q9sr9cQxRFqq/aKom9qfrs7WK31E8lIZ6ZiG6nCY+LYlsJGtucRLK/MWhuqIQMov53AFS0QTKVxkiR+vQwR4eIKNWa5Im1G2oenMnQuYyhciZd00TYoLE2we832SedLQCg/B0Rwgr4/o6Okr+UyiWVY9tPexFhIZ6bADA5YsTmbdMJjtYAtcMxA3ict3j9Ovmg+F6GRVxCJ6NYH4vZsoDfN5L5FEKDxgxaJPLrkE/eJgKUHsLQ9HNQQKJfjuX156h/qZyexcVFnDp1Co888gg2NjZ2KJgIxRxbbP+9LfbT2N4uFvtqbG8Hi/00treDxX4a2xvZD6ze1mw28VM/9VP4F//iX+wqYPV6xZk+9alP4VOfojyGMAjwYx/9MFIFilm1QxNLLJt35hzFdF+7SkXtnnn+aQDA6VfPIpVmZZI0rXBNjqFO5Bk1iTqYHCsAAOo+rXo3V7hIoc3Fw4wInW4VAJBjpmd8kla/V67QOX0/QMKm/bdYDvvY4eMAgCoj8eNjo/B6xMhIjkGXV+EOIvgsx73O8bQ2owLHjxFKvl1qwuHuW1qh846MsLSmyeos2QJ6HUIIdUfiizmHg1EHTQNSfOws90+bFbDaLBd89PhRmAatwjs1lkZmdaL+/Ypukuez85cdd1b7Qfig/352K/zUcRL42Z/+GZw9Q0Vsr128iIqohTBMkE7T3406ISmaHqHZIFQ4zYqEFt+fFis26dUW6g0uHmewAiCzHpUGIcuWY8IMCPnYrtN3RkT3vtNm9s80lHKg2+ZcI2acOgbd+0TCRqZA7WhHXOQ02UcZRQ3GbZE/1MrURp8RHT2po81qhxfPEeJ//32P0fVwDk0mnYUnsblSHE+kMaVIaugDrHzVjx+nz2aTzhn4oSqUxgQWfN62XmcVrMhW0u6cOoVUilDfY4cp52hsZAoBK9xNTk7BZgTsrWq3wldr5Tq+9cyzaHcfBwAcv3Mf/t3vURjHhSuU29dmOeSQfa28vA39FN13neu3PnAn5Z5MTlEOTFC9hm6WlS81GkvDLPVnYZXVN8MWxt5FY2n5HI3j3QZdRzLLKLuVR8O/QefKP0S/jROzvo9v9qXFZ9BpE2uSKRJjM3+Yzj02PgWTGcLnX/kCAKBU4lwJvtdI5vG3P/w/0m/b9Mx8/zIpKb5gULvyYRplRl2LEzTeptL0eZ4ZLa0doV6j/bsu9VU6z3kdCbrmvD4Dt0oobKtK1xjY1A63QX1qWTpaEfmtxsezLWYnE+zgWoSRHjnyxFgBV82d+QJvJbsVfrq1tfWaxxeWQXJQBHE2TVOhx5JjInk2wn6USiWVXyNMhjDKcrxcLqf2E6ZFziHf79+/fxebNFxktNfrqdyKmZmZHds0m03FVA0rxQ0yWMM5SXJ+OYdhGIqhkW1kbJVzdbtd1VZRW5P+FXW5MAx3SVbLOYTpaTabiiGSbSVPY35+fkc/vR3sVvhpp9OFrptweR7ne76KpLGSki+1s8irDr0fKRFgxzYm52ZHYajmlqOqwC1t026zJHboIZMS1TjOE+9xYV3ettNpYX5+AQCQ4iKloQhvMsNimYbKCVJS15zH41g2wh5d2/QIRWxYkjfEinVaGCKXYhU5j84f8afJ+d+mrkPjEgIlLr2ynKb+OXKMPg07CYP7zORjR22aR0fMiAURoGkS5cFzB86fVnk/UaRK0kg+/s0ijnaUwngdtucH8mjP8/BTP/VT+Lmf+zn85E/+JABgcnJSPSBra2uKbh22T37yk3jhhRfwwgsvYKT4V092jC22N7Jb5aepVPKm28QW262yW+Wruv32mZTE9vazW+WnkpwfW2x/HXbL3v3J+N2/1+0NmZ4oivCLv/iLOHHiBH7lV35Fff9jP/Zj+PSnP41f/dVfxac//Wl87GMfe8OTaQD0EHB4rZUt5HHPKC2EChO0Ivzqk18BABx9gGKxe76PXp1WgPUKrTa7qxzv7xI6ePl71zE6S6teK00rVFXfI6RV5MjIGMYY2Wts0Qq1zHr4Oak/Mj6q4jUdRkMKrBQUcDFITevXGxGJC4tjEhuVKmz+f4Ynzj1e+Ut7MmEITWOUlVffE1OEGiV45Z7JjyJi7fXxGVbC4BjLMiu8QTdgWpz7YfHql5W8RP0ik0nj7jsIBb9wlpi0TpuhXTaq1yPKGMOr475S21s1l0fsVvqp12th+cp3MZ0lpGExCpHgQmBORpA5RoKkTkM2DYfvgwSsziWYNawTUrS5voyA89nabUZb5ij/qsc1mlrtBrpcMLRZF5U0OqDE9xoJAxbr1jusIKjzM+V3OW47mUC3Tf9vNZlh6fZr4ZTrHFvLAHPAyLbPrJDmAZligdpfJfTwhVeorlS7S/sePXYXfFaAkdybQNXOkkK7fRTRDwS5oZ9cZh6CMITP+SbQaNuAFRE3tignLZkZRUsVH6Rt1teIxUznCdU7fugObFa4AGsYvkV1Bm/xmGpo0HMmSi1iNC4t3lC5ZeWXuTgtF810uHCrb2soX6BxwFihe/DcxtcAAJt30XgxMtGDPS6sBPnWcpfU/PwuIehWIoHsFB0zusZMY0D34h0HPwQAsFOjKDOLs96lseuV54hZ+dgDPwsAOGGm4Dgcp55gRoRVBTevnkIqSz52aI58arZIKLSVpWLAUeAroOJsaREAsG+SxtJkhvb9qfmP49ImKdx5nLdZDel5uL7xMgCgeaOJbJP8rsPek7uH+vKJI+8CAJhGAV86TUVv21yTKhHwa5SZp8gysM1+3CqTP47wZMqx6T33zn0PYV4nVis1fh3fSBLr/1ayW+mnr2fCyEiey+vlpQjzIEzP+vq6YoqGmRHZptvtKqZI9hfWRFTPJicn1Tgl20i+jbSv2+2qY0r+j3wWi0VsblKOlrAnw0pxhmHg+nXKk5Q6Q8OKcZ7nqeuX74TVkfAsz/N29ZXk4MgkPwgCxVjJdQ0zSKZpqr6Tti4uLgIA7rrrrh3nfivbX4efBkGo/i/52amcKP1JYjV/6BioP8O5tUNMYhQEKnpBFfrk3wpcR08HYEvBe36nPf4o3YfrS8SmdLstlOrUjjz7jozPPY4CshMJtLguT4HV6ja36B2eydhot6jhIwVWh5XnRue5s2MjxwrJvRrt53NUhporRjTu0o6svshjXYsLsmbzReg8RzWYZR/WA46gwROVNp43yVTAG7gHYsKoDU9VB8Tb3nCm+oaLnqeffhqf+cxncNddd+Hee+8FAPzTf/pP8au/+qv4mZ/5GfzO7/wO9u/fj89+9rNvdChEOuBmNVQ1mjShl0TEDrTEHTY1RfJ34zO06BmZHkGSK7FnOUzG5USu1TVKsF5bWcHmBg04m4scDuPRzQq4WFSykMTdB8mBZnIsQGDsTBJLZ9KqAq3QeNUKvbDTSU5MdTtweC6wXaXwn6lJenlZuRRcDmVyOJzBYboyZDqvWaujwQuag8fuoGN6krjJ0pjtOiwuxHrfffSyDV0agF9wWWq4XEOoKo9y0lrQn0QCJIXoSLErs79o22EagNeYHu4Md9stX/1Wslvpp81WB08/ewoRh6ltlVpIcP8VuejhOlOwGQ4Hy+WzuGOW+rrUof6/5xjdw+de5pBEWOjywJThyu/5PC3E2zyouI0uOm0eXAOWdOYBDDpXI/ZteBy5JTS2VF6W+LtGtYVUlnzP4szvqM0DRhhBl0UKL5YSLLCQ5cmjZ5sqHGqEF3oXv0MFVJev0eSxXmuiyKGZXa7gHLEPRryyCf0QrohycAKnuJBMTsJwILxNkhpF0pVD4QzPR5UrWUuYW6lKYSMuj5arG6so1+m7nt+XY32r2a30VT2IkG646ES06Pnyn/8hDEPCg+jT4pcZJKQmbaPX4TGHo0BWNhcBAGt/sQQAeNcHfhjpabrvaU64X79Gk676Bot55HzsZzGWkF+kZZt+2xeS6EEEB3YkhXPpPi1ycc8XXnoOAHDvsbuxtUU+fuksXfMD91NYccKK0O3QsWenH6fjzNI7osHPzMtXv4hzF54CAFQqdI7H3/kuPr9MZG0cKNIx//1//t8BAJ2AJYF18rVmsoPpWXo3BHl6R+X5GTjiHaK+9JMYqZLPr5XpHZOcLgDoJx9byZwSlUGFF5ws7NFi0OPCygVc2yaBiYff+Rj84K3H2N1KP72ZyfMvxThlgi0LlF6vpyb3MimXbVdWaBK4vr6uFkRFDhsS2WVZtGxubqrxRBYSgvofP35ctUfOMVyQUY4zWAh1uFhqt9vF7CzNWWThMSyIoOu6CsWTY4oNshByDpk4ywJJ5JaDIFDv+uGFlVxfrVZT/1ehx9yXcn3pdFqdS/pQRCFkMfR2WPTc0jlqFMEPAvgCIAceolDKJ8h8aydI7LrugIQ5bSLJ+OJK7VZrYPFJCwEJ1RKxgGwmo8LOZ/ftAwDM76Nw49I2LSTuObGAy6tVAECDgdOJSQLNazX6PpFIqgWJxsI0Flcxf99jD+ArXyPwssHvU8cWCWvyKdsy1LX2gfD+MoWuL1Lgpc7zWSluKqU1NF1X85FIiSTs7MMIQC8Q8SLpvGhHewxdUz4s77b/FnvDRc9jjz22axAQe/LJJ/+bGxBbbLfCYj+N7e1isa/G9naw2E9jeztY7Kex/WXsBxYyuBVmGxoO5Gz0NEJHSrUaCnlCZzbKhKxtbBKaWNokJMS0s8hNUjMLWUJSuizjPLWf0XLrCSyVSCJ1cZWSdy+eI8Rya4WOE7omrl2hcJhNg1AioeMk+bnd7qqHJ5thtKlDK2xBXRK2iSQjSg0Ocdpk9OngvjklLZ3NF+h6trjYniYJbRHWrtI1bh4ndGCaZV7PXHyBrr20jcNHiAWSRPdxRtSTnBjW83qwU4Lkcxxq1OBz0J8kpUj/Nxnl7asUDqzcX4O8kUQ7tZ0c4K1J9twyc/0AK6UWNJ3DEHWgw8jaepn9MiGSlIzSpDRojBgnVCgG7XP8EKFlV7cA3SC0bo6ZzDmWKb/Ivl2ONhCw3HrAoWbIk3+4jKj4XR9hl1EQZiuFI7Y5RFK3TSQ4eZBzKeFw4n99o4Y0F9GNQqbG2a8sptW1wAU4/GeZi/Hu60riNYWE5HMFxeyEzEm3m4QeSYhHZXMLSUZDDQ5ZExpe6H7f91V4nKLqu3Ttcnzf91Gt0bPUZTZ1YoLQMEleP/XK85idP8i/TasE3r1s6WwO73j3hzA5Tf7zp1/9r6iWiJmx2DdqNepbm5PxC/tG4TaJWZngwp+lLieDL3OCeGULlz9P7JGMAxvXaIz2BZCb7KJ8lth2MHC9FtCYeqr+DABg6uQcjp2k8TKToXt6/8zjAIDrl2k8PtU8D1Oj5yiZ5wTqJDErI5MzEEI70sk3XUanmxwuN1HU4LNvvv+RvwUAGM1TuI/DEubbzXU0I/KbI4dI0cly6PmoafR8/vnFJZgzBTqZRf2zxu+I/+NPPg8A2Lq0jjKz7X6B3hvZHj17BiO4tm/DDuk5bDAq648ws8ohzSsby/BY5KD6qot6d2fY8e1gwjIIAp4cyqcwDEOxtRJiJizKlSvkd81mU4Vxzc0RAyhhXCIgsL6+rsYjyS06fPiwOodsWyqV1DEHP4VV8TxPbT8cJhdFkRpvpqamdrRDrq/VaikhBdlvOKTc9/1d+8lxB5kaYWJkviKFTKVdmUxGoePC3sh1CAOUSCRU38k5pD1yrtvNoiiC57pwOdkfUajKUgyzH/2+CtT9GA4hDDyZW7bR4Xeak+DIHO5jKdIdhYGaWon89NIazS33z9PYVxzNYNQlH7r0vVcAAPtY2CDBqRm9Xk/d46zDYZAR+X02ZaPIKRvdDs+NmZXOsix/Ouko+WiZAYp/SOqEHwRqGyV5LeUrBlicUAkdQX03aBq0HawPAHjM9Lgi3W5bah7svIawRgTtJpJcN7e3HqceW2yxxRZbbLHFFltsscV2C+1NZXq6boBXb1QxOU7Ib8frwq1UAQBNTqwubRFKuVUmNiRK+pgcJRS6wHHRr9YJeW5UOa9iNKsKHI1OEqo4B453PERIpgEDy+dYOvIG/WZyzobBiHzCDrHCRSjnJmllPM6Kc06Szq0jwigneFuciHZtiRDRhUPH0GoTCljepvZ/8zvfBgAcPETSkolkErVtuuY/+gzFmBZH6VyGRu2YnJzGT/+NTwDoS1VvbEpu0Ri3NYPpKUJDW7VN3p9lCnk1rmk6uFtUTo+KR4X8qfWzdfo00I5tiA0aXD3vbarHcWwcPDiHxet0X6NQU/KJNrOCI1lCVbar5LdmB1jdJNSsyzGqf/Ic5zekaZuTC0W8co386/qNRQBAtc4QuS6x/xk0ON47leKCdYxNRF06Xj5pos1xsyEjSSHnrrVrhDilchZ6TUI3bRY9yDjkS8FIEiarfh2aoGcxySiPNU6od9XroblEftVi0cWKT9c8z2i4ixqKWYo5rlS5WGCnCgAobREiqwUhigVmjzinx+V46WggT8wQ4QPuB58VFsRvK9vruPLCNwEA2+vE4u6751EAwNgoIfejI6PIMlOVcux+DPYetoRj48jROSTzhC47jolOk0U2JDdMnueAEMJeswFY5DcdkI/kpmmbjRLdkzOXXoQpQhNVFtBgNsVvMGyXMxAajHRfpe96PucY5NgvK5s4ahNrrXHR3VOnvk9/c3LrqVdOI2qRTxTCAgCgygVR26Um5g4uAADe/8EfAgA0ald5f9pnNP0e1Jznab/6aTp/RAIhbZaR36h9F5nkCQDAiUP0ubxKbNRTz1FukTVlYfUG9UeB8zRXr5Ifr6yQiEN3PUKO2YKZPOUtJTaZgYq4LMB4GxmwXLzNuaEteh8kk8RGVEs1JRceXKgh6kq5vtvHOkqYRKTs6X4Kau66rmKDhHURNubGjRtqX8l5ERlpkVuW421ubioGZHKSxivJVRGJ52q1etPiqECfGQH6bJR8StuDIFAov+TZSG7SoOjAYB4j0Gdq5Lp831fXLL9J3pAc3zTNXUVFpa2DbRC2Qdoj5xwskCoMmuRDybZvJ6nqW2lhFKLX6yp5acO0VfSOzDHlvSL5tLquqWKkwyyQ5Iv7ntfPWw13Fp+VEg5Oou+zjQbNAVZB28yN0bnWSy1cuUa+sr66xNue3HENESLlc0aK2nzyOEVnrJZasDlfPGlzoV1uj8GseC6XRcj7t3s0ZvsiJ61UiHoIua1Bl9rqtoUZFfYzVEyXL5EcN+N6hnKluqJkgAFpcH4WdMUKyRw1Ute8I8LxdVSMbk/Pji222GKLLbbYYosttthuG3tTmR4virDe62GEYwj3FadwevESACDHKPRdd90NAJge5fhcK4KQFA7nT4wwwhZwzkVPr8FmWdNiSKhIxEpolRKtYl0XKOQ5LjFBqJvPceQMkkOPgDQXcLRZJeLEyTsB9ONidcNQCI7k/czNE6q4Wqrh1VcJaTw2TYzMQycpdtjMEJKyurGJDO93+TRJpb56iiRcRcWjMDqOg0fvAQC8771UEPJT//bfAADqVUJAkwkLk6L4wsi5ae1UvoIG6EYfHRq0HSzO0H/7gh1vVdHfv16LwgjdXhfSIb4bIJlm5LbHqB0DFyaj1S0nKSJ6ODJJ6MhFVm7aYjYnvV7F6iajQzVikUSJzOfcMd8N0GVVlp4m6IbIYNLxQ+iwOD+Ha6jB4nse8M3reT50RmACj/ziWI6em2PzY1hl5MVgWe0M4x+L24R2bndcHNrP+R7XWY0I5HtrLAu8+XQJ77j3/XSNnIv3nWf/jK5jhHJM8idP4tAJUkjydxQsBUweBxJGEmnuB7tHyLyWWwAAdJvk2xeeexLlZYrj77DqjM73Z+oeekZGx8YUmuZ6wWsmt+4lC/UIPdvFX3z10wCA65dXEWS4ACOPBwf2LwAAfC4m56+34WdZ5Y+LiIaU5qjiqLP5hBpvGzXuU1G34nB/GwkY5IboMrMuA0shS+Pd+Og4rlwhtb/77n8AAFDukB/9zz9PRVTXVq7hX/32bwIAlk8TermyTM+HCQ0ZluPteCKbSm0fTVJOV22rjZMH7wUAPH/qy9wvhIZqrLKoOXVslinf894TTwAApkySvL6/Q++aU4vfxfJ5eh+hSRfSqdGzZzEq2ux2keMIgXsP0Lh/4gF6BtaXKK/0cvkFtHN0Dyb3UdsrVco/6m5TR+cPjyEyiW1Iannoiau43WyY2RE2Z7C4pzzDgxLVQD9n8GbPuOTUyHHGx8eVnLSwS8P5O51OR/0mxxS2Y1D5TXIb5NjCuIRhqI6pCkvyb7JtOp1W/xeGRVS/BpkfybMRNkpYrUGZaym+KccZZnEGzz+cIyQWRZE6h1yXKMTJHOd2sygM0W13kGF2T9fNfh7XkCaysDu6pql383COVpOVVyNo6jjC5KnCpQP+JszQJpcmCUJiJtndYRpAtdrgZnCu5QY9E6OjNNa0W02UuFhtq0HnSKQW6G8vQMT7CeOUYH/riGQ7+u9oKW4qF6hLcVLT7Etw8zYWM0VS9iUIAjW/8SRHCju6kNkgUcqT8hf06Vj8/IXRLiZtF5UT4SYRSze3mOmJLbbYYosttthiiy222Pa0valMTxQCXtdA0qaVZTqZwuh4AQBw6gyxHhcunAcAvPejHwEAJFImLM4/WKkSGpYxic1xOc9is7YOVyOUJsf5E8VRLiCqEZK5eK2JgGPcwQizzehGkYs0eZ6PDBeKaldopayKTCVEIS1SBZLuvp9qQfz+5/+IPr/weXz4h94JAFjguHGNV8yeRShNvjCi6vus82o8cFmti1fOrVoVv/d/UC2JF5/7DgDg/Cuk1NGPB7XgcpHIA/OEBgRcx0UVigwjFc9viISXKCENFuEZXiLfbKWsftr7eRJBGKLZ7CDwhALU4HMOTc9j5LdM92y8SH7R6vZg8m+XGDFp9kTxj47z8pYHJ0sIXZJzxAKGzWsdrkHTdWGIegmrvegJLpjYYtQkYUNn1GikQIj67NgCACDy6Tm4cO0CepwnEbJfbDNLlc2kMTVK5w8btL12iRieIjOcVV1HNyK07+57CFG/+CLVFbHqhMI3jQl84U9+n7ZnlLPTJmTrfERtntrMw3iJ8tpSET1vzSuETEnkbt1OIs0oT7hFil7v+RF6Jpv8rF2/toLFC/T8J7lwpWm9CgA49ODj1Je+D4/jo1dXVtAbQjb3omnQoJsOysvsG1oIi/vZydH9m99PrNt4kX1XS+CZbarV0GFFNZ2ZjKBJ9zFsu/AkLt3g2kumwJnM/JxtQ+d0h4BrU5nMcIQet6fSwck7qD7aE/c/DgA4f5ryb1689HUAQD4ziolpysdor9I9jtqcQ5dJosdFekuriwAAPyLGz2sTC1+pRRgZo7j2whjlef3ev/8dAMD7foTygJKFO+CxwtX3z1C9qfl5apdTZAS9NI5Fh85frtD5m/xp6ORLjm2ixck41/ldtbxKz86xOyjX55FD+3EhovfPqy4VHfVDRmfZP3t6CJujCqK0DZh7f1wdtDAMFUshuTTD6mKe5ylGZ5hhEcQ3lUrtyr2RT6nps7GxgaUlYhCF7ZB9BGXvdDrq2MMqcsKw3IxVElZG0zTFrIiSmlyPsCe2batzyH7SVmGZgD7zJYyAsEGDDJIcW44j55TjDNYEEpZsuO9831f5QjLPkQKo0ndy7beLBUGIRqOOAhestxJJpHN0/4RtCCRKgh9Zf5B1MDnigutxNTkqwbKsfh6KRGUwOyf3MAxDuKzkJjkw7Rb5ghQ5dWxTFRytDrGF4je6rqt6No0mzX+9kM5RqW6iXKJ7288/oqZ7fqC+D/g5EZ+WOa/KtjFMpdbm836GKQqAdG6320Ob84oV06O6SnJyQmhgxkiqk3L/2JKT5gaw+P9ikcrlkb916JBn+vXH0jd10aNBgxFaWNrgooJeCMemh8rhi5qYogm8YdPD2/V76LEDRTYXEU3Sg9pj6VoTvgq5aNckOYwTrzipPJkIsd0hJ+H7pwYcceqeF2BylpIgxzj5Wpyt61JYgu8HSPCircWVvS8snaNzZFMYSXMohjigVJTmG5JMJpHle5tJc5VocRLpqCBAhQUdvvUkvaDHx6d3bNtp9bB4lWjvowdpUprlYpSXg0U6p6YpZ1WLlkicrZ8IFu1a7AxVHB4MhrsN3s1hEKDRqKvERQQhHBYD4HUHyhV+efLgkswAbX5xlMr0EI9K6BgnRa5XIjRYjrrA1Z0lRKvR4pee5yFSgysn347Qve+l6eSbm5sojtKgfIQp7QQvjHounWuykEc6TceeY7n0MU7y37AtrJwm+txM03W9xINTkpPNDx86joMTFJZ28iiFaIZ1anvJomfBMUPUbtACqMyF0cCS2ee36PvNXg1rFyjkM8+CA2GJw6ymyP8z6Rx6NZ5UchG26iqdY2qOfLvT6mC5xM87+2Bg0AT9YU6gbDWbMPnZzOXy6iW/l61WreBPv/BZbC3zxKigYXKMxtRKjfrl5cu0yLjnCIWXjRYsTJh0L5pp2q/H4IxfJL+qX22ix4OqZnKoR5rlw7kAabQZIqhwiOEhkgpHkuVYObTy5P0P4uAdtOiamqJx9h/90j8CACz2aNGTNEfxIx/9MQDAp8u0WJkfWaB9ZqfRA11HpUE+NclA2eVrNO7uO/Aw/virtPje7NCC+sYlGht//z9S2N/9H34njh6lhVHgE9hU2qSwu8kxCqn+yuLvw3HoWl0epLX9DDIlqF/GrQmsdKgdKwxa5T3aZ2ySwuU6WhenLv4hHcekZzao05hwlIGEicxBVHkRubl5DQEvEm8Xc11XLXZkUi6TtkGJaPlOJl/D0sqapmF0dHTHsWXCvswhkvV6XS0YJAxsuLinZVlqPiDfyYJA5gCe56nFwfBCy/M8NXkdnMTKtco55VhisqiQ9g0WQB3+lOO2223VRglPk78HpaYldE/2k5A1GRdN01QLOenf1VV6L5w+TWP27OzsrtD4vWxBEKDaaGBcCtbrBrJcVkVC2XVNFo8iX24O+AXP5Vy5H7JoMKCBw7rZh2UfQ4pIaxaikMMKVW7/Th9CFKpQdpn4u54IZ4gv2TDYr0RQ6+oVCttdXV1BlwtTO3xfbQ5j7qm26v0FCPt5GPWXF9JAAdJ5eg6HwQIJ2+t12mgweeDz+DacVmFqgM2lPur8TEpRbXnGgiiEwwW2lfjRzg9oA20MEAyIJO22OLwttthiiy222GKLLbbYYtvT9uYKGfgeVquraISEQEyP34lxh0MwxiiZtHSAwsIin1bV+dwI3DZRhN0krXbLOoXAGBbtmzaLcHVaUTZrtDocL7AMNBeMy6WT2DpHx7l6hlDABodNzLCM5alzp3FjjY7znkcpTO3vfOJv03E2KJnbCz2AJflWb1AoRNCklfM77zqGySyjTlxIcnyGkGo3pJVqtd5Qkn45DnVykoTWCCXZ7fUUSiTMjsfJXuk0beu7PTT5vKUKF90r0rl8r58UKShNX5wAN7GhVTGfU9uxjo5ee/c9Zpquw0qkVYIdLB1dll4UCWXbpn5NcsHHw9NZbHW4gCmHsFQ55KcT0LZ6QHQuQGFsAFCvEiIuaJ6h64giOmaRQy2PHyem5fJ1CqdJeA4MLpiW4bAw3SXfrrNPFAtpTE9yOBnLX6749NxdP1/FyiIh/JPT9JwUxgp07XKHOwa2OCQk5PDJMS6gunV+EQBgZhrQdA5LY2nNoEl/S3E3x7CRapLvbIWEOsFldPEGMa8nM0loNbr+DYuua3GVUNoPTpOYwlQiBUNEGiTp16HnJ1ekbXL5PExG6i2rn1i5l63b9HDx2xtITdE4N/6OPBLMUmfOk491NuherFy7DgCIZhyM5JnFiai/nAz1baVNvmJpNtw0S4szeizJusIeRxkLKZPG4Pf+9A8DADbKdI7L3yWk+Icf/yGEKfpuq0VhjocmKfG/vELj1ZXyJZy6xMjykQUAwD3zxwAAiy99H00+77UCMdnzBz4KAGh3iMFqhQ3YLN6wdokYwi4XwG15NMa/9OL3Udsif7vv3fcCAFwOP33+myR+0Ks1cHLfEWobh6SuVYlNPHKAmKzH3/0x/P4f/CcAQK1OqHhtid4Nf/b5L9E1PHIQiKg97TIjnF1G10fIV1PBAWgcheD0JvBSRCIIt4vV63UlDiRjn7AvEtJWq9VUCJywFRJ6Jn/ruq7YFnlnSihbi6X/Pc9T5wiHQorkMwgCFRom3wkrIyh7NpvdFZYmxwX64W/CtsinINaZTEaxLCpciY8n3/u+r46j3glDCfC2bSvGS9omrIGvnlV9V7ienEvEDsIw3MUQSVulD9vtthJNuB0sjCL03B4aHJZWGB3vS1YPpgQMmIZ+6JsMkiL64g74h2In+W8RAhCBBMO0VPqCKnLKv7X5fRoEFhJ8P0VIS0pACIfh+z6kVolEPnSY3Wk1myp8zDRFYIP8QRgoPwjhi1w0z58jJUMt4kqRYnosni+mMznuAp7HthpocGFzeba1oYmopmQVAI/nNPawIBf6/avC2obC5KDpSk7bC/wBZmq3xUxPbLHFFltsscUWW2yxxban7U2FQi3bwOy+AsCFjmreFopZiptd5YKDL7xAifupfbT6LI7YsGxaLXe4OOLBCUpg3Wyw3KTbg+1w/D6vlFMcJ5iy6PiWZcDj3xqcv1DMFQAA99xJMd2B5WOtXgUAbLCk8MXzJCDgcJxhs9NAz2QU8AIVrBu3qF0//qEfU3HEPUaNfEa1e4zIb66vwmJRhAwzPWNjhLaLTGEyYfRjOCWZmFf6nt1Psgw5gezqlUUAwCMPPMC79KU2TZW8uHN928/T2S1NoO36XzRQQGrvywBLwawk+weMLiLOeYj4kdF9lltlMY2l7Q4CLh7aYZllrtOo/CWXNJBIEsIXSgE6jtn1uSBXZEYqv63HsbqLy4v0N6MlyZSNrEYxu/tGyHd0m5H6CiGjzbaPdS5M5nGC4fYWPS8hdBichVlap7j60TSxOA8eJRnec2dX8a776Tk7mKL9uxlCfZ7k/IS5hXE4jJZnmL1tlQkhm+B+Gg9NbAV0rXUuJuyxwEKSn/2zUQ2znKO0Xadt3TVC7I88RczpPckFPF+gBPZGh/pl4Tixwgazbo5tg+ufwjL1XfKhe9F0S0Ny0oKTIr9K2SmEOuUDJuboWc3UaZw5tkCMYTbpwcoSUt24vggAWFuk8be6QvfPaOhwQkafOTctdDhfgPN4EnYSj/04CQW4PWI73HYVABDwuPevf/1/wRMffwcA4LF3EltydomS+4tJGne/8P1v48zLJEpx1xESIuixxPDsQhGJcWJfCvtIitjinCKbkcZ26Tws0PW0tjjVlm99KkP98vAjD2NmYgEAcOUGsSpH91F/LG0R8x9MWHjpJcrzyTKL+PN/i4pE11o0Nq9dO4NitgAAKG9TnxW42PbSFv195ZmLmL2XmKpCRM9nxIzTBRY9KFdeQpDm3A+9pYq67nUTxLdUKikmRtiG4YKbsi2wMw8F6OeyaJqmmAhhMAYT9QFiOORYwubIuYVxSSQSanv5Tc4huT2O46jtZVthpXq93q5jC1ItTItt2xhj+XX5bW1tbce1uq6r+kFycAQ5F7ECTdPU9nLNso+0JwgCxUbJ+YXlkv41DENdj+wnfSnXsrS0hBMnTuxox163CECbRYQSqaxiemQuJkx3//vdWlDdLhfeHRAHkG1EkjkYYtd0zVDsi6FEAnYW99QGondmZ+d2nEOeo+3tLSUqkOIcXY2fn4TjwOVc+CT7h8nbupycE0SAwTmMFvMiAUtPq9zD0IfBvxmcT5zm+axITzfqFSVkoMuLWbFdIjoQIuTc0YjnqAZv2+PrCgf+32d/pGCsHCdQwhBeEOB1iJ6Y6Ykttthiiy222GKLLbbY9ra9qUyPrhlIm2mVD9HuhLi2SYiuzrGHR0/cAQDIpmnVaJhAPkWry/ERQj6SLPW50qZ91yrbyLMEsGPR6rXMyOX4OCvr5EYxx9KtL4Lix8fHKGci5PybIwfvwhYjjKKa8cLTTwEA7r6T0I7KxjqCFp3rzBligcBy1LWtNXS4yGQqRd+luJDqS6dO0XVls6hyjoXkPchKWxanyWRKoSo9V1QvQm4Xx3/qNgBasZdZspBDIuGJcl0YqeKkfZRmtyz1G3E3mja4/d5Hz8MwRK/dRsQsjuloCBi9MFguOUoQchJG9Lm+2YXN6i4Sqx8wOmGyxG+n6WEkxZLQjKoIgmmwJFngBuhZzPIluWDodWIPHS7gm0mZsLgdNWYmJ8bJlzN8vzc7Pdg6o4dN8rMKMz2Ts6OwRov8G/n+u+8hVueOA5S/s3hxAyYzNN4moZFFg+XXW/S5vdKG7rPqEPuy4dDf5Sr5ZtjqoZZhxSVGnbKsIpdiZKjXqGKDFd02NtmXWS78ew6184n3fgi/+rOUNyIMWCFDz5jL6m0Uxy6qTl30BTb3rumOhtRhB4U6szKXt2GfZFSMc/u6bbpf15ZIwSeRKWB+aj8AwHa5D8scD73B+yY0OAny54DzW4IGS7VyzpkXeLj+KjE0J+4tAACmZ8gPI1YerK20YLkkR11Zo3yWb155kn5rU7z3c2efh0cECJZOU/7P+DuoOPPskftwg5X8Lr/yDQBA/rEPAQAmD5AC3dbaRTz7nacBAOV1yhsbPUztOXj3UQDAycML0Div8up56pfvXnsJAFDiPKaRmQIaWfK/Zo8a9L1n6ZwnjtF1HTp4DNMzlFO08hkqdvrIw9TWelvndp7CQyMPcD9Svz57nZTqOjbdi9WtFtJp+n9m3xi0aO/7KtBnJKrVqioYKipjkrMijEYYhrvUzYTZEPYlDMMdktBAX+FNcoZqtdquXJrhHJ9qtapQdWFYhOkZlLCWCAzZVq5neXlZXcew2plsk0wmldKcHFPOJUp2URQpNFvaLNcz2BfDxVGHVdgsy1L9IvtL+2QOUa/X1W/DanbCQD3zzDPqONPT09jrpmlU3iNitTDdtNUESfKrJWpGKbbpBnTOoZGCoYPMHUD+JsW5JfpGplL9e+b0FeH4HCarxvo8PoRBoJTQsvz+S3Ph9C3OOy6VK2pOZ3Ge+Eia5sFRFKnioRbnv5oWvZdNn/YiFVS6fjtBz1sP3A5Wgg09V+UeJ3gbYWi6PJ5WtjfR6XGBXJ7fy3XpSnI6QjcUCW/qkI68t7jEhheESgJcTBVq5+itMIpU/wZBhDB87Vntm5vpq3sIUxsAL3qCIIXlEkmMbqxT+EA+R5OcfJpekImEBSOi/3dq1LmLLZKklFCjXLKIQopoY92kDqu3adHTi9jR0hruvosmdq+eJCEELu2jzl0YncDf+NGfBQDUOAHrs3/wuwCAEQ4VyiYttFgAYYRDRFyQg9SbLRSKFM4gzn7lMp3L4ZtuWRa6W9R+kQ7M52gAL5eEnu8PisZQVWiw8+uGBYMHrFqdJozPPvddOi5Ts1EU9bX55QEFHwa7bVeYm4SyaYNrnmjPL3s0EAXqSwgaTOia1Eggf7LZH0T/PDI0FEyhvemn9ZD2OTRG9/X6VhsuL4jcDodySA4id2qk6WrASXAifpfP0a6Rv0RhGkaKdmxYvHBu7JScrq9tYvM0hbrNzNHiYuYAPVuj01nYXOF5/100+X3HvTQ5LJdowpG0dTTqNHiVNrhqONdkSfIixrAjLC/Rs9Ou0jOR0jj5VyYeXRc5rlnislhBdZ1Onh6hc9mmj5ZHL+QUD8T+JiWQa3fzYnBhHI88QIBIyP3R4Zd4ucQCCQCuXaaJaLW+rcJM9rJpIFl6d4JfJraFyGKp2jEaQ2oFrjG1xRLBKxt45ZsUmhvyi9Ka5nGmy8nYbohojI/pcLJ0jxdEUlJk1MaNG7RI2XcX+c9WiyZLW94iAOAd73gfvneaFg5f+iL7yjQvkEO6P2PZCYxOU+jaO+4nkYMWj/EXN6/h6hm6p9tRFQDg6s/RJy/mPStEex+1u3iIfDx1iJ65bJaFXLw1iID5ycMPAgC+/PQXqQ84XG790gqiMvlW1yFflXDnDy38BADg6IFjeOp5ElA4zmE/J05QmF4mvwAAOHb0BLa3qaZVFNF1FRcoFKW5SX1Q6W3BXKBJy73ZGbxinMftYPJerFQqSlpaQqkk7Eq9+wxDTR5lgukO1d7yPG/HxBLoT/Jl0RKG4a4aO7J4kuT+wfMPhs4B/UVYuVxW4V9yjkEhgGEhA9lf2lWtVtViTRZGso98NptNtTCTa5ZPWfTouq76RT6Hz+04jlrQSRulHbKIcV1XLQwlFE6uXY63vb2t5KuLxeJNaxXtLdNg6IbyyWa9hkhkzkUwg31GvrdC9CdUBt8HJb8sIhSRkoEO+X6aBvlQp8e1lXodJVQ17BcWCwq4kYtqld7HUpPOcuh5afD7cGNjTS3C0kwQGGF/sS4guyx2shzGL6D5dqkMjSW3E7xAciQUjn2z3W4jgIgs0HXduEZz3QTXGtre3kZPSu/wgkZlR6g6WUDHl7A0bkBfMQcA1euROj1SKk6lffA+YRj2xTz0AN2uh9eyOLwttthiiy222GKLLbbYYtvT9qYyPYZuIpsuolxn+ed2BJ0psktXKEwiZGpr4iRRqZVegEik7Kqy2mO6WFWvNWGwHK8w0blkgbblZNztrQg2sz4T+yiEZ/sK0espRlAa9Sp8Ro0ySVoF7+NksXqVE76To0oO1eNktckZQvMCz4MnspJJoq01g1DtiSlqT6lUQqNOCHyXw3KKE7R/Lk/btFp12IwCGLxi7/C5Wk1a5Weyo0hySF+3TL+9/AqF2+lcFVjTDejGTrp0OLpN0wB9V8HSYUnGwW/2Os8DABGgR5A8WtPQVXJexDQrR0TCZWracGxFQQslnWRGwueQKzNpIuKDhkwlez1BMjk5PG3DYd9z2xy6wBS1JPq1Gm30mCLKMG4h8szHD5AM8KGTR3Fpg5DLa8ymRgb5Tnm9ihPzlFT+kQ9QkrnNUFVhhNo6c3AfNtbJT/cXqY2rdfJXUYLOjehwMtymKhdK45C++Rz5Zi+ro8W0t9ehNtcabe488tswa2OsSNvnJugzn2Pmtk3tuf6f/xwRH3viIWJ8wL49MkLbPvmNr+AvnvlTAMB73/XEbYBKAqEXwV0L4Y9SX06kRpAaZXlTZgytFPVDiUUmAh3Qpdgbj7edRU5U5VA43dAQBhxiu81oMrNA8gzMjU7D1+iefue7VEQ5wexSt0JM3ap2CtA4ZKZByP7USRpTJ1s0RvYaI7j/nnsBAA0WAzh19mUAwHa4DY3LGgirem2Z2CWHQFE4xQgmqP1Nk67RZ6T2ukG+dlfuCKwuoexfefpPqI0a/ZbjcMv2Yhthgh/6LvnsiWPE4hS5FMHS2vM4NEeRB3OTHwMAJRwRsj9vVzdh63TMVy+Q+EaJUViRdNfrIVI6Ie7raxsqxGWvmzAR7XZ7VyV5YWyE0TAMQ7EUYsMMSafT2SUqMBzKZlnWLslcYWqE4chms7vQdUH7Zd9cLqe2H2ZYstnsLpED+ZTvm80mVlYoVFPYLDnHoNS0XIeYsENyXWEYqu2H26EKXhqGYqjkN+nXQYGXYTZJTFihbreLYrGo+myvi8NomgbdMJQQQDKdRiIpCf9DqQKqK0IlNBDyp5QfkWiDVqutpKmVf/B70eF5XBhFCHkuJmyMwekaNp8z8Mpqf3nXBhGHezMLeeDAAVy8SKHMRw+TWEu9TNEQURgiO0Jj2SiLakgInB9QdJOma+gNRAvR9ewUEjENE6G5s9Dv+sY6d4cUFw7U/FOCd7UhyekojFRxU3kmZc7rq/6NFLMjhVzleLKAiXRdfftGxVVipie22GKLLbbYYosttthi29P25ub0BCb0yhgyPiM5lqkEA+67hxBnnxH1XIYTrf0uepwkLfK+IS/VeiAkOpmJoKWJiWmzHPbYKEv1RXSu1dUesg6twu0c50pwQpjkrtimoVbxtRqhJMUsxURuLVMsdjA1BotX4WlOJj/CzJFnJ7BaIoQTFhc6Y5QnnSa08uLlq9B4JWvZUoCVkJwMizfUGnUYEGSKpQY5trLZIsSw3W4hy4ngUlSqzgIJSZavpf2Hq5LuXAFHu/59jTWy+lJ/rS32jEXQEEYaTEtQFwMh+x44/lRv0f1pMgvppDyUWdzACjgmm7tprcQouhZhvcLiAJwbJD2ZZJ8INQMeJ+EZTKkEzJAIs5Gy0zh2mNgOS5L6c3TOwhgxpOnJWYRFehbm+Cxf++of0z6miyceokTrfIr8ShCdUo98yNx3HJtlYl8vVcnnClw4coqRyIZfhSvXFuxEN6+3uQir7yLi5Dmd43rToyylynlNetdXLELeZLSUlTFbNY7X95u49iTlUmRPLHB/0jYhjw9nX34Ri4w2Lf7Rp1GqbGOvW9AJUDtTQ8TjRTfdw33vIObYHqMOWmNmOcHUSACgWaLx0rZpvMuOcFw4u3kUmAglXpoZzICGUlgF2vbIO+5HAOr7V67QvQl08o1sgpP0U1eQ0lkQgRNTO0uE8LtJGve2ahsIdGYRE/RbipN0/dVlhPyswOKBP+Lngds+f89BmPzbK+cprzFt0dg4N0Fy1ytow71YBQCYfB2dRTpn7Rqds7PeARNgcObpGi9cIfZ8Ik3vo+baWRw8+TAAYHSShHH8HqH3Wxvk54ZhoV6ivr7yKkuBtzgOn/PZLEtHb5Wu6/p4DS5YDnyPm7xfO52OSpYXNkdyTSQXpVQqqdwbYVgEDZbvq9WqYooGBRCAPiodhqFikWScG2R4ZFvZT1g3OYds02q1FDMzKBgg+8s5+gXBtR2fpmmqPKZhsQMRGWg0GurYgqALQ6OQ8AGpaTmn9KH8vb6+rrYXpki2EYatXq+r74YZsEHRBGGePM/b8+x5FEXw/QDT08SCJJJJxfpI31gsWGQLk26aitEQhkfmrOJDzUZdvddtWwrSsp9AioWasGxOnGU+IuRIqEyKfDAMQ3R75O8iqCC+IJ/TU7OoVmnMz6RpHCtt0vhSLI5jhJk7mfG5zE4pIY90Ch77ketKqQ5XXav0hTxDvi/S8pzjw0IGoW6qXPL+M8m55exGQRSpPHUxJc4hz6MfKHYmNIZ4GpUbFKnCpa+rV42Y6Ykttthiiy222GKLLbbY9ri9qUxPu9vBS6+extg4raJTqaQq9LTFxUmlYKfOqkJ5OwHNoBWlocvKmhEUg1aY01Mm7ISoZNB32ST9HWiskpVswOFci0KRUDjPoxXplStULO/I4eOw+diuS7/NjbKs7ja1IWHkMVKc5XPRcQoTlEfR6LRweIHUsOAQUhLZ9Ll4lWK7A68Hg9mbFK/eE44oZNBnwrSg4hN50ZpOiRINXV+756u4W5EM7MtX0j4RNOiaFCel74Zri2oAQkUC9dXaaB/5W9sRv7rXC5SSQrcBjfNsAr+ncs18lxVbHEbvGKQw3BB2ju5Rp8kqayIj2u3nSfg92iHByHTA6i5tRoG8ahsGIzjJLKsYMYKTYcTp3vsexfjYBLeHEJgm+8KqRd9rTR1g1sTmm3fsMEnrht4m5iZIZRBcdLXdIgRznaWLj935HkwVF2ibbSreeHyeGE03Q0zCZ/7zp1Dd5Lh3c6dPNCscqx6EsPjZjDhHRDeoDxoMudhRhNYmK8Xxcz89zRKbOqFiXd+HvVkFAJRXic2xi7kdfTAyMompUWK6tmsrez7+HKD8Gq/iqjybluvh0lcJmT30bordnpyifrq2XQVA6J2RpnsyfoDQ9dRxOp65Qtu2tn3ozLAkDc4/CKifc+PkYyOjSZy7TMpOyQyNQYHFOW896vvW+AFkXGqPZnPBUYfG//UN+v6H/+bP4N47iLm8epGYlcMHyB9WKtfhupz3xoWZfZtRx1k617p7A11G+QNN/JH+bgbrvE8Dy2Ua5zsuXXu1Wuf+4MJ/0ABSh4cW0XfdpCiLUXsaWw1cuUAFTL975hwA4MgRYpO++tSf0fG7ZbRKhPTWLxHiao+xLCwXJ4blo9Ikts2wEhIGv+ctkejnRwhrIgpiwqhsbFD+QavVUn07yKgAfdW1dDqNEkdX1GrU18JkyPOfTqfVecUE1R7MydGHUOl+PkZLHX84z0dyHdLptDqm7D/IagHEwsh+Fy9e3HFdYoP5PJL3I9/J8fL5vGq3zAGEKRpkfuSahemRbeR6Op2Oar/0p/wmDEUqlVJtHR0d3ZVjtdcsCAMqXq/yu6ByygNdJKd5biaseNSXqtZY5TXB907yxXO5/EDf8RyTVdsiKc5pJRR7MzFO79gWF+Lu8raNRkW11UhKjhe1q1arAgB63R4OH6Sc3TDYqXYIRNi/n35rN2n7eq3MbZZ5pIsk5zE12R+EzekXDNbAUxelMCxMk/zd6XbhSjFTFU0krGd/LpDmqYPLarEeM08i7e1GoYpkGE59jAY+Q9W2mOmJLbbYYosttthiiy222G5je1OZHg0kvd1qMnJhAOUGrTLPnKO6EfkxQiX0GUIeHKMHU+L4IlqJ7uNtNF5FhpoJPyoAAALOp9gu06pR0JGMkcNIgrZJM4JeOky1JV54npSCVjfXUeCVOQP5OHL8LgCA5xOKf3LhEaTSdJz8yDEAwPSxeQCAe/57rCIBhKyr3mWGoFImFMo0LJRZ2WicC0R2WMUtpVAwHY2mIC7pgd4Dslm69khrIwh3ok1K3UVWvBGgq/jiYcWR/mElXeVmqm27/r/HWR6AcIIoChFFEi+qw2KFlYiLlEQWoTN8mxG1IzS3GalgtoJJNqUtr0WainHtuBLHurPorIYInqi7cMFOUYMrzC8AACzdVPHAo9PE2AiTWG6QL42NJ9Hk/3c55n3/wgEAwEhqHJkUK8SpWjdVAICRpWeiODKKCfbP0hKh/5du0DkOnLwfALBv3x24foVy3Uy+WI+RpcCT64pULZhQfJD7dXSMVRM7gVKxg0f+NTNDjKlTp2c+7HUQMczTLFe4H+gcEtN/4fo5VFaYMR5J9hUL97DpugY7YcLn/o7MAHVGysqrNJ5oafotNc81G1Z6mH+QGLHlNjEhtTXqd4cLLQdJD4UpYoHMJt2bcosZzDTd41erL8E3mW1OM9PD7OL0IWKD/p8/82v46tc+T201fx8A8MorhBxnCjSWNbZLuHLlawCAVpfu2XabfN/N+OhU6HxjBWKu2J2Q4PpBYacFj2tY6UucC8SFP/195A+6PYPuCuc4PU95FT1+hkFNhzFuQueHNWLVwNJF2vZbJWrfe564H5uMSD77/WcBAC+8THlEAReLjlygykWqjQIdJ3mA3h/H9t8HAFi5dAktk7Yfz05hzSA2da+bMAr33XcfnnnmGQBQTM3i4iKAPptz+PBhVcxTGA2xwbo0wkoI0zJcjDOZTCoFMqmzM6zE5TiOGoOFLRGGRj4Nw9hVzFN+i6JIMTzSVjmefB+GoRqr5Dv5e7B/BDGXvpJt5Zy2bauojpvVLZJ9h9kgYRoGc4OEXRNWSfKqBnN8pI1f//rXVd7UXjVd02Hbtsq31jVdRSOpGoeRROEIs2Bg2GzOzTl8lGp5eQc9PPf0twAATa6rKH0ucyvLshQLUasSK+4kOJeHo5wcJ4WAi4b3ujQOOZz7O8bPyujICDz2le9/j8YoTdT9DAetNvlshvPMN9Ypt87iOUUykVA5PaI4p/JrPPpeCyOA56uaqjvESsGc6xRGYT/PhiNZQu4zn+cAumEhkaTtRzivucnrg0DYWEuDqTp/p1phP6qpf40GIpUndTN7Uxc9qUQS9x+/Gz2ZFOoaMhbd+B/96E8BAJJZka7lF67eg8ETbc+XQk3y8HPxL7+DrRItKgLWufMi/pvDHeqVEPkkDXj72LUSBr9MJ4lKXFpaRGJhAQAwPkkv7dFpmnw9OHqSjnu5Ap8ldyWZ3dRp0B2ZOYgGSwkvrtBkIuTJYKNClP3qyg2YHDY1zmEiXQ4jyRdoYC4UJ5REtRrELHEwofcT6HREVpDpdE2S3/oU5C5JShW6JtUwMWDRzt/UIxjdFosdMU3TYDmORIcBmtYPr8hzUboO+VfEvuihTzNr/ScUQF9mMQoxECbHITu8rcUDha5FCEMJvWDamMMfsxl6JqqVsio+NjpKi55x9uHVJZo85fN5mCzpXlmlmB15od114jhSaQ6v4xdhaNMAaPEgW6+VkeUkyBQvtBfBxdl4Af+e930Q5S1K4r7EIaK+u1MUw7B0aCwIkUzzSxycOMltMEIdYxxyqkXk3/vnSGrTuM6TnUpHJda3eTLjZKg9XU4aDTQg5VC/bG3WBhIs967phonc6Bg6LHDiml1oAffBFgsYSBwCjxNJy8b4DPnN5iKNS0HAFbi7HH7pBzCa9P+PfuznAADfev7LAIBamosrj/TQYrn80SKFPh6coNCJH7rvPQCA1e3T8Dp0nL/7N/8uAOA/ffZ3AACNBrXvuReewccPPgEAqJZobHUY4EoaDpKjLG7RIL+pX6VJcnGKzhnVHFS/SeNu/TxNBAwuOBqukc+tN1aw/SyHXG6SXzhFntiM0Gcv7AI57ipeD7VqHF7Ck4hTy2uACCuwkkblGvWHkeHQjTEDC3P0PHodehJSPCE5cjcBZZZh4tWNFwEAhf0ZGPbeX6AD/XfLkSNH8PM///MA+guH1VUCUObmSNJ8//79anIjIXCykNnaInldy7J2LDyAfgjd+Dj5+PT0tArxkkXP8AJnc3NTjfGvFaYG7BYpELtZkdThoqKWZan95b2u5Idlkqnru0LeZHIsi7tWq6VC3gb3G+wDTdNUqJocT7aR/nFdV13HsDSxXPvm5qZahEVRtOel1TVNg2XZSA8UqBXAWN65wxZF2AUmK1ByjHwwDDykuXB4yAsHKfjp83zY63Xh2uTLtlMAANSr5Oeb7O+JZAaJBN3PmRkCro7xwuoQg/j5fAFVXlhdukhiROdfPUvHTWaUSpDL7+oJLpmytUXvAj/woBk7/VwW3ALIApEqwi79Eijwnfa1bQc6h+S73Z2CR1Agr4aI55YOFyYXsYROh8fybgdRuFNOPhIRoyhSn/KYkux3LFkdW2yxxRZbbLHFFltssd2m9qYyPQF81FDC+iYjdSOTKDWuAQC+8+0/BwDMLlCo2EGDQnHy6RwOztxL/+eCh80WUX+uR6hgQhtHfoKRa0bQbRY/kNit7ogLj1eZOqOiiSIhJ+Ya7XPkjvsxVSCkO52grmFyCdlCAQBwo7mKFKPyUZdWk9UbXARsfAJXL3wPAHB9iQroNbioaadOK/VKpYyxUULcfU8Kk9FxpEjV1PQ+NJuEgrYY2ZKVsWlIcagQliU0K9PfInVsSFKdrlbh/fAp8D4DvOAu28lU7Fg0R3tfslrTAEMn6VmAkvHbNQnJZOSD2TRBDZJpAxGLE0SeJO7Tfcky01HrBEjZ1KdNCUfie+aLhLWBXdrhgubZjNh1Wg00GRURRC6dIb/tMkNYrdUwt49YymWGZDY3iMbe2Exj1GE5bEadknlCpLZZhKHXqMLROJE9R/56570khHD92iIAYGJ6DoVJ2m+Mw5EqNUKLLBYg8LQeXJdQHpU8zG2urlNbi+NpJFga8/hDhFrNThEyHmzRWBEEAfRoZ58NFjgDgPrqBmohFw42ByQs97A56QQO3H8cl8+QAIDf9uCVOdE/RfdkcoKQ8+Uy/d1y2nh1mcbdQpLY5ShJ+/hbdM97WgBnnNDOFCfhJ5kRaYOQ54X0ERx4ZAEAcOLwnQCA49PEZNwxQd9/b+XTOLiPUPaRIt3biZPEcFfPU3vKrTJWtslHz710AQBw9hUKOR5JFHHw/fROuHphkba/QeGN7d9nRL0bweciuSGHx/nbdD3Xf4+LOPYAk6VmzaQkwdP1JQwad7c6G3A1Dpm2+T3SY9QyxcVGz57DSJ72s3L0/ohYEtxjtsbSdbQZTb3rXVSK4d4jJHO9vUH36Z7770bpPLGkl2+8gh4XNr1dzDAMPPTQQwD6DMTnPvc5AFChaMlkUiHMw8VFhU0ZZEXknSZsjoRzZTIZtZ2EjMlxhCUC+mPp8PEG5a6F6ZBtB4uLDstiyzZyrlQqhQwzCBIyJtclrIymabsYItlHbH19fVfImzA/gzLdwugISyZ9IO1JJpPq/8LmiBjEILsj4YdhGN4GTI+OZCKl+p5EnDT1G7CbVYuiSL2LhAAslWm+53N/HT9xAu96L7HZtUoVAHD65e/T/hKum3DQ4fdomfdP8j0sjtAY6vsh8hwW/L4PfhQAMDNDwloWM/qB7yPgKIc2CyFIrP1IPoMEh7b3evye4PmiyGWbVgtpLmXRYQEXYV9UaYogRJePLb6ic6SLKSEykaYK3zss0+35UgiVi7RHkepXkecGi0GkMwU6vuWg291ZwFjKKEhIG/OVAABjV6LGTouZnthiiy222GKLLbbYYottT9sPzPQEQYAHH3wQs7Oz+NKXvoRr167h4x//OEqlEh544AF85jOfUSu+17IwjNBrB2q7VreC/AjJl0r4/XiRUOWRIq00u24Pmk1IxygjzukUJ0tzjkE7uoFSowoAuLFG6FmL8+2yjAB2/Q46nJC7jxmVcolW4R1GhCIrgUqLvityroSRoc/Wdlu1s9nlwk2MNpUuXgIALF2oYHuTEmftJLW5XqI45YgvUI98jPI19pMxWTLVoH4ZKRQxO7sAALh2jY4tBU0l1hJwYUisPt9GjZH0fkrOa7My2mBMpXwpgZKCoOuymn77rI1vhZ9GEUlXeuwL0AxVANZtSc4A3wdO3NeSgC7MW8hJ/Zxj2mMExHcDJIb0JISlUMVPIwxQGMK0FAAAJvtAvVpDKkNo5vY2MSs5zrvZx+ID7sYSVoUZEdlIl1C8G9eTODBKcbyCGG5VuGgiM0aRYSopaGFodIlTHqVnVnOSeM97PgQA2L/vKgDg2We/CgBoMnKtRTpcLkoZsDRwlpH2Hud6tBq+ksuca9NvpVMUg6wtchHAVgcZyXtg3+3LxVKbc4UCVrYol85MOG9pSOdW+CkA+LqPcraC1P3kD4mGiSYX+jQZ1Z7O03hTWyGGXBsxFFN54xp9Z0ywYAQzjnY6jZF7uNhcgnLCTtxD8sEXmcX+++/5ZcwViLU5f4NyurwO+cH5DfpcXTIRuHTs3/7t3wIAbNUoByZi9dUOKvjG9ylfqH6dpac5n+i+H3oM++eJsXzpD8gnwM9it0p+nQpNhFzoNuJnNuDiuBrn06VGMkiMkJ90GszMc/9Wy1U6bimAwTk9Y9N0XeMniCXz+dm++OorqG9x7Pokj7tFak+iQGO+EyTQZIb/+jWSt37Hne8EAMxNkTBOe3sLGZbOLgcpZtDfmnarfHXYBDG/++67AfRZk+Vl8rdaraaQXWFo5DwzMzMA6D0m+w0WAQWwozjnMFsiTIuwIWNjY7uECIZze1qt1g5RAqCfm9Nut3fl8kh7hHFyHEexUMMMlrTZtm11PXIcyWMalKeWtsmx5TcZEzOZzA558MH+kLY7jqPyhORc0h4VXTAgmtDpdAYki996div81DINTI6OQOdiwRoG5koiaDCcJw2od3bAc7nLF2isarXp/py4404cOX4HH5O2XThI0UwlLli7tbGGpUUaN72e5PmQL0iO0fh4Afc+QKxxgaOPMMRItloNvHSKxFXaHDG0j/N/MqmkyhErrdNcWRVbFR+0EujpfF5mfOS+C0PT7XXhcyRLxJEctiUMEl1zMpmCroqscn6ciB1wt2mIEEqEEp8/Unk/nNOcSEHj/bRICuVyRAf6jM9OcYPXjvL4gUfaf/kv/yVOnDih/v5H/+gf4R/+w3+Iy5cvY2RkBL/zO7/zgx4qttj+2iz209jeDhb7aWxvF4t9Nba3g8V+GtsPYj8Q07O8vIwvf/nL+Mf/+B/jn//zf44oivCNb3wDv/d7vwcA+MQnPoFf+7Vfw9/7e3/vdY9j6RYmUxOiPA1N78dJ/uxPfwIAsG+W4hMTWVo1+mGAbFIUs0TekZgaQ6NPPdQwahDyk5sjNLLDyIdt8IrZd1Epcxwwq0fliiwduEEr3o2VVZw/S9LZp88RKnj/A4SyTCQJLe211tQK9wYrZV2tELuTPTiPToe29zYIcU4wQrW8RehoJpNBklHtJqMAHWYPpAifk0whmy0AAEZGWLKT1S9UbKTbUwyRzgyRL+jEINLE/TtYxIk+o4HPoRweMZFs1nbLWb8V7Vb5qaYBpmXAczl+vNPrFyvjbQzO7QFLSfYaIew0I7+sQAaPldEyXGQ06MIX1Eiqmkpuj1LdUbdMnSzNhcJGOXy97XvYZmnmLLejy0V9xzVCQDKGh16bUPx9RY7b9jmXprKCKCIk27a4AFidGKP1MvnUgRN3osbSvD2uXpvgArkjU/Ssba6tIsu+fIClTxMLVOXys995CgDQ9LoImTEc4djhBMt1mznql3RGR5uVCE+fJ7UZt0vtKtZpm1yoYdyZ4WukjlHF0JjxLMxOIVqmgpGdoKNyh95qdqv8FCClxmavhplxUrt790ffhf/61L8DAHgm3ctL54htWJigsXWxfR0bJWI7PFZE81mJMmjTGJIoJnB0gnK4PvHQ/x0A8M1LxOLdfdcjAADT6eLK5ikAwNcukKTz++6mdhRZZv3dd/8ETl2mPJZmk3yzcr1KbZccy4SJxgbFsDv8PM08RLlBH/6RH8WLp79N533vAwCA736LpI5DUfXUAlgS1c3n9Zp0XVLAz+914TVC9X8AcKtcBC/Hypg9wKhwiYMZerfkWa2xxSxpMTuO6gV6rnJcxiA3Rft3ApZUb3mYzBEb+p77HqP9q9QHjSaN509f/iYwwvkg7aoqvvdWs1vpq69lwuLce++9APoI+sWLF3cxC8LQiHRysVi8ae4N0GdxLMvaJR89rJ5WqVR2KbrJuSW/I5VKKRU4yZMRhqXX6ynWRc4h6nHCtPi+r9omv8k+g7lF0g7J0ymXyzvaHEXRrmsdVG0DiA2SPhpkkYB+f/u+r3J45HjDynG1Wk3lGwVBsCvv6a1it8pPdV1DOmnB6ku3qpmP/G84twfo51VLn29tUISPx+/3l0+9iPc8/jiAfi5h6gCNlfOsGNzttFEp3wsAWOf3+/J1+nSZgb/rnvtw+CjNcXvMAnW7NOesVYk6v3ThAs6cpvHm+JFDAIA8s0KpbB4r14lNqnHplByrBmtGnxl0RGkuZBU7jjKROWfXdft5OVLyROMyHpzz7nueyouWOab0mXwbhiE8iAw1dnxKv4cRYPAc1+C8I1Ftk5yeABECUccOb0Fx0n/wD/4Bfuu3fks1uFQqoVAoqIdpbm4OKysrN933U5/6FB588EE8+OCDqPDDG1tsfx12q/w0eoOHJrbY/lvsv8VPgZ2+GnTfmpPl2PaG3aoxVSSmY4vtr8NulZ92h+pBxbb37A2Zni996UuYmJjAAw88gKeeeuovfYJPfvKT+OQnPwkAOHTsEC7ceBGFLMdLj+eR0Wkl+ZUvkHLLJ37u/wIAmBjbBwDQLBMZRihClrlwI1rZGiB02e2lcX6VEEdRPbMMQogTDu1TyCVUnHfQIMfu1Og425v0MHSaNfiMzr94ilSETrMq0v45Qknzmokko5EdZkJOPkY1KUJdw3Pfpth0BHQcn2Mi64yWTE+Mw2PWRhUmU+ogXGPIdWGwvnmO8zm2e4Quik66ZliItN7g7krZTTc4zhG6WvX20Qq2gdV0NMQDSWqPtoMBki9DvF685H8vu5V+atoGtFCDyQOoZ+gIZDDkzpHim1aCfNPruXAtYRK5NgfHANdK5GeRqcPrSZ4Q96E+VC8p7If3C6JkcjGyLMezPnhgAqFG580YdDyvS36/yD6d0VzoNiE5G5x31HXJJ4/fdQIcIotuh34rZsnfNra56F27jRzn3rS5eK7LUIrGL5Laxioc9vOpaaqZsnyBVLfMlCA7ITSPrqPNhUdbXKcq4rYGlQjaGI0DxhQ9Z2jQNstNQsyyoYb0PLFZySKhrY6MC5AuDBAxYul1NUTB3vNTYKevOmNJRK6GHBde7tS2cChBbFvZoFjxbYv8QDNoDKnUGmid50KFkn/Wor/NHN3b8fFJjKaJWWu1af+jWUIN71yg4rQvr/w+XL0KAPil9/3fAABpZgMvbJAfvHjhZVzaoqK2VoFYwTTXYmvyc2EGCVicn+nw8zA2TzHoPb+OqkksZDVN7TcnWC2IkUmjCLReZNUpHm9dZpUkRynSAb3D46MltUj42akw4xNpMFjVsFml47XLxNhEHhc9Xd9AxExlb52ex/QsXXMY0TkNTUOhQJEB213qn7U2AX5Lr1COZq1YxZhD76/p4iw2DDrfW8lu5Zj64IMPvuH2Uijz5EmqidfpdFTtHlUnjceebc6DKJfLii2RT8l1kPdrq9VSinCS8zKcU9PtdncosQH9+jhijUZDsS+yrbAnhw8fVueXHBy5HpmI+76vvpPcHmFOKpWKaquopUk75FzC9Ni2rZidYTW116stNJyrZJqm2l/6QY4r+4dhqK4nDMO3JNNzK/10fKwITddUrRkAiF6zaLu847R+PalKecc245z/unjtKopFYnklh0180XZ4rpcfUYplUzOsYnyUlSq5MPTUzJyKFAJoTik5QUvXSZFze3MVR4/SWP3Odz9O5+Iq6s9/6yncuEpjkM6Kbhy4BNPs17xRTBfX0pO7LgVNm602uuJ7PGb7ouwmtXwiDRHzKrohinf0k8xLozBSUyGfc58DlTcn9QojNcfVeO4NQ3Ku2F9DHZHyYb+f134Te8NFz9NPP40vfvGL+MpXvoJut4t6vY5f/uVfRrVahe/7ME0Ty8vLmOWwtNcz23IwO3EIh+aJ1gsRoteiQaQ4Ts6R4RdjLksvjVbQUg5ospRdEHFYV8iy1EYAnWmvwKAH1Odt+HlHKp+GHlGHeagCAK6t0MtUnLrZqCrqq5Cm462s0zYtnvh95CM/jokCUdNz81QMSudEsK9+5bPIJ0XSmK5jc5sQLkkSSyYSquKshPQY7GBuyAmZuglD5C6xs+BTmyUNI81EKFWhZTC0hJ5kaUpd76+IhiSrxSIMhrzxNkoyeXCft94EctBupZ+GYYR2p6uS7jTDUIUxpe5rgovqysTacGwVUhNymGHocXhcm8MSBuSoNdGgULeHezmMADVm0MbbVaLMX75AtHTWcZDiwcc2ZQFOnyVejPXcrrrXPica/vB7KVzp4QeOocdyk0IPZ7iop86haB0vACLyx21O9O7wJCIpi5ZGFdO88C6xtOW3OIGzY1BHGbBg8oArlagDXpjIy7jU9ZDhvptdoJjsa5cXAQDWPgZIZqYw9wDJImd4wiCDq8bhbZ2qh5ALqlo9f1cBwbeC3Uo/BejFWcgXMTNOC0EtuorH30NSpuseLRK+9Be/DwCocTHQ+ooL8Djls4+Z8jKhW4QPPvTT+LF73k/HqVLoWtZaAACkNdp2IT+Hq0s0Lp47z4m7PEH7/jol0pZWSxgfo+0fejfJN3+PJfovVglYCuoumilqx+M/9JMAgAcepHtdanwHjx0hqdelMzQBljzX+QfoxV7uraE9RucNy1xcdZ4l3DeofXpCB0QynUVIIp0PlGY/8QzkpvilvkIdcWGJFm96kotKup4CpHyD2txeJ3/Oz9PiJ3nQRJSidqxUeSKyRO+RboW+H0sW8Tfv+yUAQC8ZYfH//HW81exW++obmTyvUkT5oYcewqlTBGZeu0b9OFjoE6CJuIRmyeJAxhUJb0ulUmp7mZzKNmKGYagFgCwOZBEjCxVgMFmcJ5y8QNnY2FBtk4WQ7C8LpVwup8Li5FxyHFncdTodtf1wTLqEpaVSKSUXPFxMVPogDMOdifboS18PylRLGyWETo43aNJXuq7v+TE1jCJ0vQguC08lMTBn0gZTAvqmacbA+5vuQ57B6lye3lWHjt2pJKHPniUg3W3Sez0Z0n0aTWeQnCDwUIp6hgziCMj5yumzSkZadKzGxmgxtf/AAgDg3gfuRy5P53cSdM8vX6Sx9sqrZ+CyoJDBhdGliHcixeH5uqbC2cBzTJvbLj6ecBwFwIcKQKBrd1kKW09oCBlU03R7R/+4It6FUJVaGTZ5VoMgUL5sKhEJaqsrKzZNh81hdYHuQuMw/5vZG4a3/fqv/zqWl5exuLiI//Jf/gve97734Xd/93fxxBNP4A//8A8BAJ/+9KfxsY997I0OFVtsf20W+2lsbweL/TS2t4vFvhrb28FiP43tL2N/5eKkv/mbv4mPf/zj+Cf/5J/gvvvuwy/+4i++8ckMC5PFaTS5AGIYaipB/z3v/SAAIODV5+o2CQH4foS2Tdt4vKJscwJXMsFywQDm8sQezeSIFmx1WnxWpuC6aYxwEmLPIHQmv0UoYCpDiKiTcFBnVH2E0R1ZPa6sEVJ37txZzHzgRwEAdQ6le/ml5+mc1VUs7KOQkFKDrrF6ldD5w/OEMgRhiDYn0mpDHIokpmmaicY2h7O5fSp68NP1AzgOsUmNZpW21Vjel5Em23b6CASfYxc5HQGRCBYocQMWQhj6Gxhggd4m9lfxUwCIQiDiMEHTsBBw30bqiWFpTw4Pg64j6DHLF4p4xlC/hoPhhTtDGlUe0SCQJgm6fLzrdfKPXMqAxoIZlkP3Os3ITpqRpdHUtJKBlmKiX/qLlwAAdx+fw74pQlOlKKqgNAH/Xa+UYeYIJSoyRe8wku1eJPQ1ZXRR5eTJ7S7vz4hUPkv7bC5twJA6b1IEjXW7JUQQBmAwe+B2WQKWkcxDh+m5vueuOzA7O8fdQvsZVj/xEgDCwEBrk8YKt9GD7+3y9res/ZX91PPhbZXQPEoCLAl9As99888AAFeXWC7fZEZ4nRNPVwE9y8neE9R3RpLFUDjE4Ub3Ap6iQ+JdnAyb5Bt5o/ok/70fR2YplO5/+jaFt137Hom7pBwKT373ux7B5jaFty2++gJ9nid5a42L9hopHQEjeKxfgcscfz8xOouXnie2ZeMyvRMyHIrZS1Vpn3IH6SPkz0w8orPEksQNvq7IV2GjUYOeJ8MWGVT6ITmVRIufcy/P23ZYUpirVEd+CHn2hYXvXGXp7IhQ2bG7ptHj98jaEn2mOTF46mF6PxwduxOHRygheSI3i/9o/Su8Xeyv6qs/qMmYWCgUVAFTYTkuXCDEelAeerjA5qDENCDFI6Md321u0vtVco08z1PiAhIeJ9u8+uqral8JSxM2ZvDc0iZhTYaltIMgUGFkcj3CtEgC/A45amHjlQgD7VurVtULPcFMgLA40ge+7ys2abgg62BonHw32FdAP/yu2WyqY1qW1S9q/jawv4qf6pqOhO30hYowMHeKhhkeeYdDvbdFSlnECgpcLuDYiTsxPUdjoqRQSGHwBvvZxte/gbWvfxMAcIMFJl7hUO79LHZgOw4unKb3b4HD4t774Q/TOY5TWOjYxKRiRuo18qvSJjPN3Y5qa6DCyXZKs2vozxOF1ZZOMJhhSaVS6AnDynMHn/eXKCU/CFSqhR7uFGwSdigKg77wFp9TV2JPpvpeSanzNsPxa34QwmTRhGQyDV1v47XsL7Xoefzxx/E4K1AcPHgQ3/3ud/8yu8cW25tisZ/G9naw2E9je7tY7KuxvR0s9tPY3sj+ykzPX8UizYOrr6HNaNxIYg7NKiEtn/uD/wAA+Nt//8cBABOTFNsfBlkUWC66JRJ9FUIlinmO2/a6sBj19SL6zecCfatlStrqBkUczVMCLudYo7JNRdBEenpibBxVRmm6jLznecU+cpziJle3Svj0f/yXAPoIs8aJ4o8+/AgiXglv8Oo9yXHFWS762Gq1FKouSVmCDkg8bafbQa1GCLrEOxZHKbfB4aKn3VoJui6oDsdJunTNtkMojW7oKi/FNHYmkQxLVw99ueNPbUDIIHq7UT1/BdPAiXeSwBN6sJLMTugSYM2FO5ucV+IZ0Fl4QBjJYZlrRANdLKIA/LfcnkjT+v0vxWslIZ+Ras+0keECuyYH9krMuiB/qXQaSfbdPLNAjQo9a2EE9Bi57jDrulWhz4uvkt/lx5sIuChkLsl5EZwn16jRM7K+uYorm7T9zElKzrRtTiTnZyJyI7RceiZ1zhuyuM0pRsyrXR+JBLFSPj8Lc3PE6sxwHPbc/H5VSE/ii+V58RnRNAwDHRYp0fS3D8vz32KJrIYTj5uYu5fGxk5vBctPVgEA1Sr1+8gjLJ07RYhvIqXjxAf4PhWpv7ducMLqOvXthca3keyQd34oS3k2dkh+0A2I2b6xWceBiUcBABPzxGBcukJjaXmZfOT5M8/B26DjLF4k1tvlXBhjjKWemw3YLLn+0iaxQYdHKafHaB7BRp2uBxpd49EPUdx7OckMS91CskCIqBQHRJ3O0d1mbDDSYM/RGJzkvK/aq5zTGTHjE4TohXTMiHOenDkaz2eOUh9uP91EmwUMdB4LzDzHq/N4PKntx74T9Ox9c4X6Cpyz5of0nGVGc3hh8SsAgOOFA+i5XE07th0mDIYwPjIunDlDNOTGxoZKtB+2wcKd8n9BjEXkQJieWq2Gl156CUCf6VlgdH1qakptKyyOsDHCkCQSCSV8IHkPMj5J3s+1a9cU6yJ5QrKt7BsEgWqrQsU556IrCeII1dxj+HoGi7gOsj7A7ryfZrOp9h8UWxjsu8FinsN5UHvRur0uLl65BCdF41EmW1S/DaczRQPzJJFy7nBZlQSXmTh4jNiXiekZpHjcMXW653K4yUkSbVk4egyllyjfZ/nP/hQAMM3HeeSdNM7eccedePYpGmuvnKM8yll+JkZYrMOyLJV7doFzLZ/+Cyo3UK1V0GMxJYuZ9hb7jjEg0+1yBJYIEIiJTycTSXTsncIfHs8pxM+CMFJzXbCcdTTE+ERRpFifflQSfwb9d7jaXkXNyG99UQmZKxuWs/tmDdhbtwx0bLHFFltsscUWW2yxxRbbLbA3l+mJNPheAgZLTwehh6RDSM499xALk0hN8NaE3CXNLLo9jj30OfbaLvDfoi5mQA9YxpT3HmXE2wQzIx0X5RqvaLmo6bG73wkAcDK0cr5x+QqyGYqDX1pe4v0I8ZiYpG0W9s3hxhKtlKusRnXkEMW8G6aNrRIh31uM7iyw1LUoXbieD4NR+UBia6XQmCZxmFV0Oe8nnRGlKilMBr4GY5e8ZMTMhKzGTdPss1Eqnpc7aAClGI7TVSpuOzKBpGffeuott9o0XYftJOB1yV8iDQgCum6TBQO95k5pUN/1+6zZMBmmqm0N9J2QN4y2RML0BICOnfeKU1hU3o9tO4rBMxT6JnLnjEBGbTRbhNa0uqLWwvLEQV89SHLqum0pjkfnWF26gSYjQDlGJU2LUHyf49nzs8fR6VLhy8tXKW+jwc/Edm2bz6nBVEpLguDQZ7vLCGQUwWdFGZf9fnxigvug35lyzcPqORJLbNsJ2Cw5rAc6OpqPvW6pjIW73zmBMEnjjtEoY/xR6o/iLI2pWo76ben6SwCAxFENEydorPB8Vn0rM+o3Sn3b8DMYjQiBfPkKsS/rq8SM/Ni7PgIASCeXcWqT2Ip2UAUAZDJ0vPWQmIuVehvVV2gsDEuM8mVYcSpP91rXAUdUDJO0zUaXxt9KaxulEv3/xMOUP3R0gcbii1Uaq9f2b+Lkwh10jVeIvb+a5dwwm8dGP0TxGO2XGqV3gsXFhJvr1Hd+5KJ4aHLHdyN3sZT2CWIZp/dNofo8ncPhQr4dfobDFp3r1LdO48w0M/TMslkixc0s/IdP/hCmcvTOWt96ETcRzYptwITJ3reP8iKEAbpw4QIWFxcBQBXalDF5UNVtOJdHxhU5bqfTUSzO8vKyOvbgOScnJxUjI0yNjKNra2tKdlqh4bzt0aNHVbskF0gktxVKLoVHwxAJZyeT3ea2C+pOkQjGjv3lUxgf27bVu19FkDDDI7lHpmkqpke+k22F6TEMQ7E9uq6/rXJ6/iqmQYNlmNBZvUzTAI2jW0TiWdOGuIIogsf91+b7mxyj99fYJCvGadoutkIiQ2RuZjpJTDz8MADg57hQLwbmcgD5h83s4ORhGg97/s6ohjAM0OH3+dWLlI+2yvNZ3/fh+hJpxHmUXXn309+5bBYO5wq7nuTNUxsTnJvouo7y754rLKoc15BuUf6l6f28NgDwuZCzFkFJXocDSmxyHXScSBVClRmUKsbL12AMKBW7nv+6fhozPbHFFltsscUWW2yxxRbbnrY3lekxNQsj9pSq5RB2IyQ0QkweuJdYl0REyFi9zHkuekXtX2V9covrfiQNjkHUgZDzAyRfQGdlnS6vqpc2FxG6tBJMM5Jy/iwhOedO06fbczE+ReimqKmUuEjdDV4pz+7bj1ye8ntEA12QpZW1VaxuEZKkc10didn1GcGONE0tV6XglGbsjM+tNxtqZdtXTqFPQbMazZYiDvpMD6tjSbyv56PbkYJknGfC++wkfHaqumhMLQzzP+pzb4M9ABiNYUhANyOEnBqgSU6PgBIDDJoU3FLKbMMMj4Y+wyNww5CsnqbvzvuR/U1G+gwnhTLnrhisNqXrwubQMxJqNgK5AEFA6uRvX//Oafz4+ygHp8IFQpsBMyQJeh7La1dQLhEameZ8i+IYPZv7Fg4CAKYPHlLo4Ve/9McAgO3yFvcZozd+BJOLQQYdzreQ+gBhpLapVZgZWCGUdbtEqKvU7NCgYXSU/r9vP+Ua5XOcx8H9ZZkmDJ+QW0O3oOG1FVz2iml+Gk7lYbTDP6Yvwg7G76DY7qVOlb5zyQ8SDvV3dbuG869SP7USdC9mDhAa7drM5l0L8P0XXgIAbIzRmHZx6TwAoJ4hNHM6mcIdDGQ+NvJuAMA7HqDx7p+f/1/oeFsd6L7EeDPKJ/WV2qIglwIy1I4Otzmo0Dm6XReORoji6RqpuLnL5HMfPPnDAIBnss/hg8c+BAA4D1KGO1mk5+NPgy/QNby6AdMUpUTyw+kHyZ831+jhdqsJZArk6+kxLsybpGeg3eZirpYOY4HG4tR+Yn/GOc9yrEPKoc889RScNPWvYxO7dGCCfkvbXCul42NsmvKWmrUMDO3fIbY3tuH8lGKxqP4vDI3k0Mj7tFKp4MYN8mt5f8qnMBsTExMKTZfjCFMk7FCj0VD5PvKbMEXyngcGcjG5rdIe27YVQzU7Qw+OoP6iDFYtl9X4L+yP1BuSv92e2y9kzhEgci6ZL4yOjqr/S20gyfeRtler1R0szuBvwvxYlrWj+KsqPLlHLZFK4+Q9DyLF+bCu7yLCTrbCkEKbkE+gxfUmaxzpkMlxHjqzdL4f9Mc9SP0/PmkoETt9utdhRkVe4ZLCEiLE2iLn/VyleeuJo1RYVeWAhREqXCT12iUaD2XOnbAdNfdw2Z88UV/zRCnY6BdAFaU3nj+G7J2mZSORIr+0uvTZ5f2lSGkYhghNvmbd2XkuYZs0ra9OyL/pzKwFA/k/ao4rT0coEyjeRtOU4pzv+3g9QvJNXfT4YYBKq4KlTZIenS4WcIMlnb/11a8DAP5f//OvAQDyI5yMrxn9MLAS7eewNN34SF4dW254j2/kpQskYHD5It30arWK0OuHmAGAxx0/ViAqcm1rDR5PWOfm6SXVbBM9WOHFz8ryDVS5yF/SphtpaCxtbJoYZVnsAn+K/F4QyDl9Rd81WzThLIzQIkoq3wP9UCSh88olGniXV0nKNYz64ghChyvqj8OITr/8Kq4mFwEArToNYk6WXvSGz4n4brdPSwptKwn8cjxEEOfSboPwNiCErrmwOebG9wI1iReNAlngeF1eKA4IEOhqIbRTrCCC1tf8liJbkigoiymtH84moW9C4U5PsnR0NoNmRPe8x4vaiClmcHibYQEWT8YSKXohtzZ5kunYqPICqMbS6vWIfYmLqo1MTKrrEDGOuQVabCQsLiq6sow0v8QLWfL3rTI9o70WF2oNIhi8fcjPW68hK0j6MEwDCW7rtWs0OXH5ejSuWn/6RgWOJZN3m8/JEw3u57Ub11ToXBiFt8XivFKt4vNf+BLueZT6dGRfD7ZB41LOpDF0rUxjoAW6j7luDtWAF8dTLO3P0vy9DXLw8vVtlBs0WbuaoP2n30sv8r/Y/BwA4AP7fwST6xRi8cxLJJN9mcUKbA5hM5JpaDz29Z7nlyHfmAS//EczRbgBC1A0OYGW/am+vQqrQ23Lp+lFrE2yqMgI+dVPjH0MKWcRADB/lL4b1+8BAGxcJbDKm/Qwup/G+evGNQDA4YN0Pae2yGeX0MXsOC1SktPUh0vrFNpnNlgy1esgalNfN9P03aN30uKl1aLF2QMn7sH+FIN3Fo3pR8YWAADHRx6jftr6JtyQzjuSuf91E29j65tMxiU8rFQqKTGCtbU1AP1FiixsNjc31UJGQtBkISETrhs3bqhFz8wM+YCEoslxms2mWkCIpLMsdnK53AD4yCIavFiQkDNE/cRuERaSiXSKj5NKpXbJWavwp4FQdVnoDRdmlW0dx1Ftk+PJoqkvCGOra5TjycRcjhuGoTrO4AR1r5ppmCgUx1SBd9Mw1CJB7p2kHpi+CAI4KkRMyimUtikUeJs/9y0swHWl0DzdD5lD9IFTrZ9asKufZQEQqnBHMIiUtPtFRamdvhLkqtfJd+VV2HXdgZB4CSOjX121qO4hzXMGkYGW0Hola61rCtzNyAKRn01FaiBUIe1qQWPsbCugweDFnsHvd1k0Sdgbgv6LXPonVDH/8ovWLyBv9hePN7M4vC222GKLLbbYYosttthi29P25jI9gY9SswKHiypBA6amCFV57IkP0DYs+dzgUJjA7yj0wQo5BEcxJSxMYOjo8eqwWqGV7bXLiwCA0iateJvNhkLQhemRaKQmr5w7zRa6fGxBkQ+wbGWeESLP9ZDkQn4FRsVTjDyn0mkYvJL1PUbg+aTVOiF+jmWiwwiOyPNqkYR90D5hECCRINSw2aCwn2s3rgMAbGZ1JkfH1cq21dopkxjyCrzV8RBxNc2AQ0TSRZI3lM4IA0+t4n1mfyIuViWcque2EUG2DwZis/aqadB0HRqHT1qai5CLdgoJluDChpYmRT0BnZPoJcSyH95GH2HU9wehq0Vm0evxF1Z/P92kfhZZ6v9/e28ebVdd5Yl/znTHN+cNGSHEBEggAxAmZ4gg1ZbQAqI2VqGI9rJW1aIal1b9mrKwu+wlLuzlgFbb2g5oV5WNrhJ0YaklEJkNMwQIJCEvJC/Jy5vvfO8Zvr8/9t7fc+99QAK+vPfuy/ezVvLuPfcM33POPt/v+e7P3p/d3U4eoqoVIcHeFTdDTEiVvZGqSrbgptvQxuFoSWap+t9Cz9qpqwZ0+OQkS1bnWUkhzNB++/v70c6hHG0c3tbG0tcJvv/Fqo+IQ04dKSgmjJXH16UWoswhdBF7bBJ8Xg4nmSOd0EmLhbLIYJItupq5AdJt5JmXIr4v7jnI31leNShoD1KEaJrgwUJEza9iz9BOjP+ObPWtW5JI91NfdWiIvOEiH94+yezulAt/EXl725MUCleboP42R5cUhVwJNhd3TfXQuh1LuwAA2TQxjrlaAc+wkMXAmcQCvgJOmH2aw8H6LCT4OZp8jI7hRmRrA2cTm95+choqR3bU30lszDBLqH/47I9iZBftc9XqkwAAj05RVMADO/8fAOCyJVdh/zj1j69kKfQjKvwGAPCWt5wCAHjXBz6KbAeJFHzvwPcAAId9YnwufDvJwW57aBBnnkzSyIcXEaM+6lC/eW4bFc+e3LcHL3aQgEKuxOGa4zRW7Bx6ls5vlY18jp85ltJWFRrzdu19BADQ25XCM3uoraOjuzCRj8O4FyKUUqjVajqczHFiIZ5mr7YsD8PwNZkFYSIKhYJmKw4coPuydy/ZgjAspVJJh6UJUyN/Ozkio1araaZGBA2EzVm0iCIxhoeHdXuEWZngMNx0NqPFDYRJEYZEGJrx8XEd7hTqkAFObj9MbJXl2Hp7CZ0ThsauG3fF4y6MlRyjPoRNrqOsI6Fs9ZLYch1l++Z1LctqCOGzF/jYr1QEv1KGl+Gx1/P0+CsCVK4jr80Smji9PEKF7WOMi8xPTozBsqivTaXo2gpzpBlCC/rdSr87NBUxD2o1HD4wCAB4YQfJtp+1k6KRTlqzjvcbYt8g9W1lSQnxRL48hBY98iVUkaWe+dn0g0AXHpWC4sLOBzxOu54b2wjvxWN2zOLSAipSOmxTjuTq85P3BSsueM/naDcLGVh1DJOWtVbT/urdkDwXXgsL24INDAwMDAwMDAwMDI57zCrTk/KSWNO/CqFIVocBylysrbuTPTdFYjYSXOgo5abBjmH0cHEnT0sxSqJ2CNsjb8h4QNvLDFfyeKAAh2eiaa8xxjWcYm8HaqiyjO4h9hIt6iLvzaqV5GWulEs6LlE8JhJ6aNuuLpRYCxol9sSjn0imUClQ2zIcNynCAeJ1oYRfWjbEccoieb10KXkL/FoFo+MUc9/BjFPsyWHGpgM6f8hlNsrhc7e50TYsnWAscsE6J0XkBYMaQmZ/ojCAbb+MBQ0FhDWFBDN6sCwokPfC5bhTNyJbsrmIIVJAgj1BCfEM2Y3ehkTS0wZhxR8AAKEUC60FWnQiwcfymBHp6SQP4Gg1QsRS04k0eSOdLrKL3GFe7rjag2Rz4nZ7WuRIq4iYZaxwnk2uTDaZTNOxM6k0OphNyrLHU2w7X+P8Czehi0HWeFmSkxtVlRmsYojAF5UGPle27bQnEtSOloaPkxlZkpX3W8pNIuFJrC5Lu3O8tMt2X60VtWfJdo+PNAlVA/whGyUWKfj91iKWrCZbzbv8XLMdIUvXr5ZU6PK5H3mZfts7yBL9IyxnazmouWw3feQN99LU700UKe9q3+QTsEE22RkS09N2MpccGKQcinK5DJVjr7ZDN8TrpOekYw31rWGmhLES9XOjFbr/ixfT/vyEwtvf/W46RoL7wMmr6Psyat++scfRkV4PAJgafoDab3M+2wpK9i2mn8C/v0j28pJPjExXmtpR6aN1L/vAtXhw770AgLEay1j30Llvd+mcN25ehTNHVwIAtm69DwCw6yViFoIReoZypRrGa+ThXXwqnXN3kuz75E7yxqrCMijOdRuf3K5Z/oWKYrGIRx55RLMnAwMDmomQZSKBW19UVJgL6cvE4ytjd7lc1svEU61lceuS7psZEVlHWJ3Ozk7N3si6w8PDDe3r7+/XuUSSVyHJ32EU6SKikmOkGRJmbrq7ujEwMKDbDQAFZqmqdTk0ut/mv9LW5hwfuUZAzC7Jd6WUPr5cV/krCIJAXzM55/oiqdIeea9IpVILPqenWilj785n0dFF7F73ogF0dNK7X4bf+yS/V2zJtm0tfJDkCJ0yCxu88jLllrdl23D6pjMAAO3tHKXhNAoeKRXpMSvWQGrM7X74/t/guWcfBwBM5CmC4l//9UcAgE1nvw0AkMp24NAB6n+F7ZScchJcEtaEz7lKthe/P5Zj9obz1kUiXdgXx3KQ5PWF6ErIutxmX/l1+c20TqQLt4PX9TSLJOtKw6SdsC2d16yjYJr267hezLhZqu6KTYdhegwMDAwMDAwMDAwMFjRmlekpVEp4cMdjEIdtJpnEnpdIBvXlZ8gjd+ONNwEAElnyhNhRAvkyzWg9j2bRunCUjtuzAfa8s2NYxwmK17xaqcJ1OZ+CZ4FVXjny2YPil2CzCsdUUYp+kUepr4dm+7bl6u0q7B1vZ6WhMAxQYg+OeJ9FGUPUQLxEErbFeRDsiRHVDFFzSyUS2mNTYQ9QktWVxIMwMZVDgr1gA709DccKfPo7MjKCfJKYL8k1kvjUFEsS2pat1TykOKqS/Az2RCS9hL4OYejrWffChQIsBb9M19pzEvAsZnE45yzBiikpvs9uwtUxusJWZNOs7sesmh/GnrUMX/8052Hl2XPoVWtxvDd7LpKcP+Ty/fHsSMfaSiRrgj10iSx5JS3b0t6dkGWtpwp0Pi/t2a+VX7SctaLzSy2mY42NjePgEMXIt7Ons5fz74QZrFbKyHAOUFWWcQFgm0myTMpDTfKh+JlMeBK7SwtKhXKceyaynuwtshPseYwUxoZJ7arGKoeSu+ZyvLJfDrS3xz4uVAYBN2uh70wXXcvInoZezGGKbhvUCcyAKVZEY6ZvyWofdkRe7LGX2TM5QnaYZS+k5SqoMjPGoP4xGdBvSJE9eN0RSlz4FqywWsuzipRPx05m0iiEoiDEnbPYbpmfpXQ/vIlJOv7J7PVn9nrH6GM4gdXa2lnJ74z17wMAjOaoIO7uaBjlEWK9nd3ENE0tou8ZVgW8396B5xV56Zf1kMf1wCskgf3gQcqzGVxexXgbq1cFZMeVMpcV8IgReMZLYOIAsT55m85n1yvkVe3gItodS1MIl9P9SLbT3wwrbU7ZZMP3PvB7jO6n61I6XEY+Hyt3LkSUy2U8//zzmqHJZrM6V0aKd/b00DhWzyY0K5dp2WYeF+uLZworJN9lnYmJCc2sOE1VYOtzdBJ6zKY+RNgTyf+pVCpaQn+S+5eSipXZhIlJcWF0KTo+MU6sYS6X032pMCvyvUvyKXw/LujYxKrI+dQvFzanPgcHIPZB2iNoZsmiKNIS2sIqyf7keheLRc2YlcvlBV+cNAoDlKcm4FdoPM6PDiPJY3VbJ9lnTy+VNenqIfvNtrUjmaR7LkU9pzhHct9eiooJwwgrVlJOYm8f5dranNuj4xdsq+7+8VJR/+V7/+xjWzFekPGP7sXQfuqP9u+l/vCEt6xDkd8l42wjHXOkx03JndES6az8alsV/TnLCpVpjkqSd8xqraQHdI/fT4QN0nk3EWC5sXYtXV/O9ZU8oiCehIiUt4zhwgCpINSt1++48v7CbXBsJy7hYr3+6L/Q314NDAwMDAwMDAwMDI5zzCrT4zkOBnq6kOW4x+72bixmtZ51a84EAJRCmu2Vc6xUVS4hl6dZd6lIsbI19tr4zMqUCzmMjZMXb8kSUgQSL4vUtxkZHdUeFFF7qvriLaJZbWlyDBWeRSuX2jh0kD1+vE1PVw+igJkhnjMWRcHKdrS3KeAZ7TgXifI4frtaq+kCTUleNjU5wdvT/NSxgIIwPeytaWclmAJ7BIulEtrZS1NhliBSUqCVPAilSoBicYqvhyi2gNsjsZouUmnJleKCel6jxyyVTsexprDxevGSCwK2DTeRgpK6BokEPCnexqxFyPrzNc5X8UNfs2ghF4mt6UJ6zGiUy0jwNRb9+hQXIZNaS74fIuFJPQbaT1KYEd42EYRwLfGcMCMphdLYBkI/gF+j58Njj7Tkxxw4PIqEJKLxH8+j4794DyljHTo4Equisfdq6fIVAIC3baFCkH0D/XEOjai8cIy7aO+rKK5J4XBynoTeVqtx3DifmjZQKVxqJ7g2i+XAEmaU8y0yPYsBAFlWZhof36ePH8J53QJlCwVuGujfAFSZ/XLaHNQU1w5xJYeH1m1PkmeyNjUK26brdOopVM8mZ9M2u/cTTeR6DhJcAC5khsY5ROt88O1/CQBIumVs3/scAGDxUvLWb91GqmmRzTUt8nnYfJ9tyelZSrY29CzFuyNfg8+5PH29VPjW8oSx85B1qA7O5DjZ8++HqHZOX5ra8/YTrsYLuUcBAI+8QrlJ3Vy4dskKOr8nCgdQYcYqmiTv61SB1q3xc6IKWTgOMTKFgHKMLH6GFy2icaWYr6A6RPvJgutflbiPX0TnFXYF8LJ07Q6VafwZ20s229NNRSlrXogQrBpaKei+e6EiDEPk8/mG/JT+fhr7hX0p8NgreSWpVCquv8fjoa55w3AcRzMXwloIYyRKafl8Xu9b2JvmHKF6Zbnmgp3yt1wqoca5lF0c+SF9frFY1CqogjgPQidoaMZJWJv68wAoz0baJF5x8ZLbdcp3zQxYs6papVLR10wXxeRthM2p34+8Z8g1EybK8zytjuc4ThyFsEARhSEKE+PIsGKplYwQ8bhZ48ieKc4lTXAUQmdPL9q7yeYkfzXUdkW2OXJ4GENS4H75Cbw918Bx4/cpyVWpr2MDACErcE5NjCIMG/NaxE5qdYrBkmura6BL1EcUaSZFIlM0W+JKgVofDkdFVWtST1DYHK65p+qKp3PxVslR8jQrW9O2rHNvbMnFYYVGZcG2G3N+leQc8XMTRlGcA908qMv1suIKkkfKO5vVSU/SS2JN/2r94OeGpzA1NQkAODRMg8yjj/wBAHRxpUJuCnkuBioTD6X3R83PZjLoYDndrh5KFMzlab8HhijJdPCVvQC/iGW4cxQhAaWTym2McUXdbFYuHEtHF4VankI7F8mTsCOR4LVtV7ctn6OwMjESXySCc2NaXKDMD4SElXW00YNWrlQwycVQhYLUSZqBGG+IFHdeEmYnRRsDnuAkvQSCkMPawC/boYQaMcVdrWKyxOEnYqDSOfLkKZXJIp2SitPWgq/KbAHwLBs2T0Rcx0HEExnpjGLpRJaSDCM9mCSTMkFiYQoWKaiFFtraOFyLDWV4hCe8jiT1K7SlGiedQn8rKb4VBACHo1laSpzvp0zIbRsRF3xUoSTAgtsTInKlc6VlVXYgHD5Az2GpHIcxyuC5lwsJj4/9CwBg/cZNegYzepBeliX3UJW5I3Qdfc0knM3m5zYI5GUg1IODdF0uDyhSYDVSCil+yRUp8ZBlrSv8wh/UKvoFww5wXBQnBRSUqsLnkNZkpheZRfTCP7CI+oWeLE12vIhfbFCFzZNucUCduvF8AEAmSSFfDz26Ff4Yh3qxMMqTux4CANjjtN+LLt6AyRw5m17MUT87kabviX4OIR4OYWXFNtlWR3kS5LL8frYLh20KR9v7OEmtLlrBIUvZJH778j0AgPPPpjY+P/gEAOBvP3QjAOCkvpVQ+6iND7WxnHaJ2v67/bRusg0IFdn4/jyFgVQishvXY5sZfgUllqEOu6iNK5ecQ9fFJdsbe+UA/O2c8L6aHR5L6PkYdui6qEMeTlxKkyfLpWUTHPaX8ml8Si0eRWcvJ7yfYCP37MI2VsuypoWiSRFQecGWiYAW9AlD/TIv/a1MXuTlvFqt6hfx5tCs+pef5oKhsq58TyQSDaF3QDxZEInioOajxn1OjksEtLFMddaydJukzdKn10+epB3yMiht1+cchFpkSEQSZBtXXpKViiWMuY3N16lULOqXWi/ReF1km0wmoz/LZLI5BE7ul1xrnVy+QBFGIfLFIjwOV/MSCT2ZlYmDDCxVHnNHDxYwOUIS96HTKLwhAlalUgk7d5CDaMUJK2nfHk1+pMQFHOc11XfkPaMWuXpc4yg1tHMo8AA7/BWsumeA1pGxPPIDPYGRMONiidM8dL1PBYsnTQK571kOn3dsO55/8EESCRbD4Oe5XClr+9YK3Krx/OqjTfVkX4QdeNVIqXgiJO8wEgJaJ/ct78qwrNdVMTLhbQYGBgYGBgYGBgYGCxqzyvQcGBrC5//u/0O5QmxKFNTgMLUlSf0JnmELc9O/pA+r11GBub5+CmdZ3E/esqV95NXr7OjQM8i9r9CM+5U95DFMMZ294sSVaGPBAe155mlmiUPA9g2+rF3fEf/t5G2mCpwUWCxrhsmzOVGdQ9oq1RpsnmHni7S+yGoLw10NgAJ7prs6adac7chyOzi0zglQZhlBTxLldeEnmVUnIFP+gD0Ofq3RC1OtVACLi5Y5QodLshm3ywnhhEKhcriRhCwxbVkrTSGoxAUmwyYvwEKDDQsZx0bAdEylHCJkZkyKi8r1Ey9cOp1CmZO6JbEvDKR4LEuBOw78oNHzkUl7DfsNlIVaILLLTO+yd9G2mPlx7ZjalmKcvF+h4p1EAhYn+0U+eZklFC6ygCBk6W191nSstgwdI1/ytWR5vTcFAHKc2PvQ77fCsdlrL6GZdqOHhZopbh5wO17NWyjMGRcsZO+qSKxHkdKeS1lmOVy8TwRJwkB7hCIrPC6KkyqlEAQRqlPMrORL8Jlx6E7StTjpNFo3m2GJ5MpKTB6mdawJSqyvMuvR20UhR9VCBXZA17eUJy9wwOUFHn2W7ChnV7E3T6Fm1iKy8XQ3y1u30bbtwSL4zLrb4CT0PdT/V/ZwIn/XJKyTuf8PyVaHH+L+phJhWNF6vd3UthUDxBCICMiuAzvw778i+egTu88FANy98xcAgPBEenY6VRucAnnle5i1yaWJ1Swwq35o0kd3ms4txUIahzkUzuUwZT+KkOcwktpB9vwuYoYgRededh1Y3Hf0dVE42xksewuLzmHI2o7SOIfwLbKkm16wkCKX4gF3XbehwCgQswv1RTUlZC0OTedrL+Hr4+P6s/zWHPolrE496ouk1revfnsdDpaQsNoqXNkX/ybFSdva23RbBc1S2hYsVGqNstNhU+iZipSOAnCbGJp6NshxY+GD+mPoQpd17ZBlzWFuuVxOL5MIEBE1qmeidJ8aRQteyABK8XjL4zwsODzW2xKXHQoTIaFarr5nUvhein/bOlqijFGWQN+98yUAQAezhFKs1EokpoUpSgqFCCVsPu9CPP74NgDxeL75bCquPLCMZP4nxsYRBo1hiFpkKYoQCGtS9ywCgB/EIZcSkl7hcE5fwuV4XE4n0wh0lEksJgAAyUQcISPPrbwWCGNVf55NNdw1JDoqjKKYKQql7Y3hbmEY6pI0lu3g9WCYHgMDAwMDAwMDAwODBY1Z9S/Zjo32rhROXkrJqstXnIBFveT5au8gT1iaJXD7uziRDBZyHA/t8Syzu4PWkdqklVIFQwcop6DGMboB51NIkn6mvROZLM2sbZYdFtnfiQmKrfbDSM9khRnJiAAB57SEYYCJHLWnWObCYGURNoi9M8LsVHgdLWmY7kAEjmtO0XkoLmLpsPRuLV9Ahb3XaZ7RViVBnGfg7W2devYrxc+StiTMk0fWsWxUeYaecGX23chQkCdBPO/i4eJv4jGz41hTKaS6kOHaDroSnRjhQrmOa8GKGiWi5VrVe/NElEBYGxECCIUdUjb8Wli/Oap+Y7JsFIVahMOK2PPCjI3H965S8REGnKuVJHsLRXZd7qVCfM/0/Y0TYxUXCA44t0PyqIXpse2SjvEVQ7NEB74ur8kRqVPOaxNvjaMLj8b/y7pyCQNmJlUUQUXNDBHHxXNeWRgpLVyiC+66UhxNmEdLtzWKouMjp0cBoa8Q5MV+Sshy/3J4kPN8uJs/ZRN9z+2rwX6F2PJqgu7BPS8RM3JITQIAvNDS3sqohw/F93hyivJvdg5tg7eS7klliD3nVbKrJOc9Vl4oY2IbrRMyowxmQMF5SKqrBpu9lpUDzKjX2CNYUVCcczN0mKRZUwkaG3bu+1cAQFd3Bw5bzwAA9owQcyVy2/kceVedyEZhGz3PlSnuk/vpuhT28POVDjF+Ins2i+yh5GexjbdBZCFMc97DYbK71Cr2inIB45If4JQ2KkI6UqKxJdNOeVVumRPHE+3oXUEXdt/gOAYtEjxYqLAsC8lkUufQTE5OYmyM7EgYmnbt+Y6T6HWOCuecTHEujXy3bXtaHkrzX9d1tThCs+yzHKs+T0aYJ2FBdOK/69aNm40J56VSCUmRoebzkDZKDrOKlBZ80bm5uggos/u2paM6xFsvY4PsN/CD2PPexAzIeQZ+oMt2NLNAAt/342NopqkxET+ok9BWkVrwOT0A4EDpBBcVhTrCQSSVmwUuaKzi6yUROjaXGOGxOwxDjI7SM/7iC9sBAAMDFLnU1k7vlk5nR5yLw21RvF851iXvv0LXY5HyJVsuuZwbSMecmsojxzZc4fbEjKClBQKk4L3IU0spCse2UeXfhJlxm5hRx/VgS6RRJBEhjcxowktMYxd1YdS6iBDVRPVIDlWdNEFdig6/S1iSYx2/d8i7meu6rytmYJgeAwMDAwMDAwMDA4MFjVllegYGluCvb/i8VqtQCLBrN8VM50YoNjazlOZhU+wdCctJlEs0O1zcS96yNvFmsIdXZZNYftJJAIDDBylOW+TzMlmRvI29RlouT2a/7FlJp9KoVei3qRzNlIfGSFa1u4/iJVUUoMLekSIrBE2RAxHpdAqZtBRQZXWYqqiiMEPT0YVyhbYrFDn/QmbuzBgNj47FhVO1DGZj8bDurh54CVqW8OivX6U4fe3h8lJIZtiTxV4Al5mrKJACZeG0GGitohFxvK+CJgksy174itWwkEFcbDSR8DSrKC4H8YAIq2Nbtr5XksclBcY8nY9l63hazZ6wA9lLSFxtCL9abdw3ezAmplixKASCNrJreYCF9bDrbFxuk1Z2k9jbBLTqWrXK7eD2JN3YpipVUauRc+Zv4pixLS1zKaypPNtpkd2GVec1avTgSB6QZVs6z8fS15WPoaUyHQRVzk2SwmS2eN7oq+N6mk0iARe+uAscjgW0d3JxV8dG1EO2URslL9/TD1C/sv8JtsPqBJxJVhVjuzt0iJmRNLPqJQs+S/lHHnuDOXexYwmrw53SjaCblTj3Uj/XluO8lina39iDE6jl2Y7E29dUqM6dtGAPcx/UzcqWomY45cPuojbuLZPq2gWr/jMAYPXSMwAARX833vueKwEA33vhRwCAbIrzRbiUQaVUQalCbawxYzhJDlekuTCuX6ghM0r9t3UCtS2V4UgEtqvDz7wct3stMU7IcOFplv1OlEvwp4jFnzxIOabbBp4CACRTdO7vW30xUnm6VnufuwMo0/i3UBFFEfL5vGZ3LMvSn4WdENSPR8IyCMMjhUIPHyavuVIKOVZKHWfFV/kujE0URQ25OwAacosAYoDkvUDGz2lMT53UlCwT5sbzvGmKbCKPLUyW7dlazleWSYHx+mKr8fuJeMljBTXaJoEU57MJYnUtssFKqQxfpIibCrKKsqxScZ5k2JSrI7LGFiydP9TW0Q5/YmHbKZE8UcxIoE5GmlexREKcFzgWdPQBv3aiwrbTxkWJi4U8KiVWSD1EfcKjf3iQj0n2csbmzfodQqIqNGHB39vbO3HFh68FEKutSZ7w4UPEar/w3LM4OEQFk0v8Hi1trifqYraRVTpDYUwr8GxhdNh2RFFN5+WGsNiWJZcnElan7tkSe5erF1rMfOnoEatOuVaeH1Zy1e8/sT02s5X17VKWSG+7Rr3NwMDAwMDAwMDAwOD4xaxrxliRhZSwDXaIwT3kbguYzXnrW0l9x2cWp1IO4PaSVyWTZq+I9paz59C3cHDvIABgqkAeoQ7O+xFlp1KpptkNm700ui4Nz0KrQYAKe2AmuF6PFJpMZ8jD0dXZBdflan+Q4kk8a7Ut+KLeIV5/UUvj6WWpmNeMTCCFJbldZfZA+kGItmwn/8Y6/BLnK4WpbFszCJL/Y/MctiT1f6o+UmmOV09yjRN2utoyY1ex57W58JNW7VKxl/94mCXbnoP2pYuQ5bomrhtHl2p1Fvau6NjROml48dZIjLcUv7UsR/+m41b15qLmE8WMkcTI8vPS1kZ2V/YD7cUThTVRlmHyD7UoRMheHnB+mxKlN9jIJNk7A47rrUobab+ZlKeLh8bBtmIFSi/VDhU+vms3xiR7tqVjfOWZCKWQKq9UCwO9hagw6npSvDyRbUfIOVKxd6exDkUqnYKrr1kCxSKf/wKG61ro63OQ46LOU1MJJAL2AnNR2jwXzDu8l223FOl6Tp5iFSiuq2Rz7lrFU0CKveLcByY76bp7/axglfXgj3GORJH2fSiifrLyDDP1fgA7JTUi2Ea4TxTCzlEWAk5piYS16yE7UpkQXhctK0+Q5/7lHTuozee8HwCQsvtQrpGiUZWVQXM2jQMB27fToXD6pecBAIrjkwCAnfcSi58JySM/cmAEiZeojV1riH3wWdXOCan/bG9vh7OCPZLtzLCznXUtpT47s7gDD+/6PR3radr+tLdSpED2NBqXHj8whKkH6TzSmWWw7b1YyAiCAGNjY7rQ5Zo1a/RvUt+mr68PQGNNnebaPQJhU3K5nGZNmnNxpMZMJpPR6zSzOfXtk99kO2GgxBNdnysgTIAwRT09PbqNcj5SqFzYl2KxqDvMLCu9SU6RMFmWZaHGbU2nOUpF1GbrPOiSGyVskhxT19dJJTUV0VzDJ8W1uYrFYhy00RQFI9779o4OdHaRXbe3t6PACrMLFwoWlB57SXxUmGke82X80y9FSn8RZdsc53139pDCsOu4+r5KMfqXOLdnERfTPWXd6Q11kYC6aIim+0MtJZSKxGDv2P40AOCR++/Rx5D32YQUTg9jBT6d06OLm8ZKaxHn/Eous80vjIHOlwu0jci18q24bQCQTCU1iyRslC3FxyXSCBZCLpSt1V2b8soo1KjRLpuZHMuiCB1qq/O6wUizO+mxbFheEqEtVV1tnHv+ewAAigffPIfbZFiW1raA8XHqEFQHSzynOZRHsq+VhXaWuO7spQe0WpwEAFQ42SuTTuuQtWKJi8hJ1Xgl4WVVTBXIgEpckE8mJlWWmuzs7NJ0pCMXvi5Bu1ymY8jLoy0FxfgSRGENSQ5HE9pUXhQTLKWaTae1QcaJ89TW4eEhfS1FundikilnnihW2XirgY8Kf04mOcE4RZ1kmid+YRTUha7FL/DUPnlQQv2+GzYZ9kKE53noXzyAnmUkN1sp5VDhCWm1Fj/0QDzABr6PIBCbkfBA2l99yJaYSix5TfdHwhzCyNIDl3QYJZHCZnGAUqkGxREhio/vcKfk8t9aLUTAbbYskcOm36rVUAta1LS0pSTCszBDA43cKN6AugJjSZGa5zCphAgySLiaZcFizj/B51wsywtH/BzEMrHSycohJdTFQ4IH+ApLzMsFjnRCZg3KqUtsXOjyquCJZ2Ahf5gH4pqLqUEWMuFQNbB0tZ/l6zXhgOcCWhbU4omNzXLrtYRCT08XACD0aH+ZTg7jStK9rkxVMLGfZysSUruY9pN9O79Ajlgo/oGPT9EXsNPcN9Z4AHMtQGTM8/wy2U0GnuhL4ZSVpLm97wD1fU8+9zgA4NmXXgAAPPTgwxjs20VtaueK9w7bfpblthM2xsokdtPeRSIO6Q46xtTLFO6T6MzAP8jy8qNc+HoZjTlhyNdgWR+8EjvJXBpbOrtJhGfgpNUAgInoAMaHKGy7xE6qqT10Xst7SW77qdFn0RHR9W1zOxd8yHAikcDy5csbJgsTExP6MxC/nMuLn+/7ejIgIWvysl8vwywTqWb5ZpkQhGGoQ9906BjbvewvDEO9nRxfQthkm2QyOa0QqvRbvu9PExzQUsDcrlQqNU16e5qstWVBCwo1TVoEQRBM2/7V9ittlDEqDmeKQ4XC5pAkdrB1dXUBAAb6+9HNL+X112ihwrIs2LZT9+Id6PFTXrgVP9MSchWEti4wLxot8p4gfxPJJBy+N3I/yix0cYhFuEYOH0aG0xHiyU78DgZw2LoUPuX7ODU1CSCeRB0+sA+FkoR2Ww3rKhVPeqo89suERNapBoEO25TUCdHUr/DEvtOxkUyI6FHju0ORw/hs19PiXCEXSg8h77V10LHsjfYuqQDKijfww0ZhBF0I2Lb1JL9SqdSlhUzH8eC4NzAwMDAwMDAwMDA4jjGrTI9SEaqBj+IkhwzYwK4dz9OP7HB+xzvfyb/RDDHRntBe9QRLAqcyzAKxBzkFIMGF94oF8voMLF5C6zAzMT46qhPPLD5YJWiUugyiUBfmlKSqWlMxSS/hIaw1yu5Jwj9gweWZreKQMykcirpkOEmKlyTt0BYmgGfXSVtT5XJckR7UxdFgQ+aswkq1Z5mWFw9EKdLHFcYqFNlfJXsJ9fV1NH0uxdQkmc3Vnli1wD2SAADLgZXqoCqeABwvQJKvlzBlIlYQ8LVTUYAw5FAfCZeU3zSlG2pvkZBqIvcoEoyVagXVqoR00PaTrJRxeIxDdiIbEmEplHnI8tZSpNRSbh1rwuEZtqaetK1JMTqf2+FzCNJUoTJNeEA1hZVFUewl0mFoKadhm0o10AyTw15EaDYoZmq1BKwmTxs9XVEU6WW29rixTco5hAo+C4fUHDve/wJGtQLs3a0QSp9WzSP0OcQvQUyGmxZ2ku0ztBDV2OPdwQwhi7FUeXnkAKUx6ivcBC0rMIuSFNV1rx0eF9KtdLKXnAvtJZkxSrYHsPIsKjDM/STLNofSCbW7mhlX3L3VXAkt9TA5RjLUPYsoVCQ3Sl77H/zz9wEAT29/CF0biJFZ9R5iW+wU7ejgfpK5zrQnkO1aQdeBva8Rt6t2aJLavqgN5QJFAQw9TeNIeh+x7wOLifVFEEJ1SLFW2s8Fa/4TAGDtyecAAH578Kcopch7e9I7qb84cIjGvDv/6Xd07K4I3X087uw4gHKJQzcXKMIwRKFQ0F5ux3E0oxL3j/RbvaBOPA4Kg91YiDSbzerP4g2X8VzYodHRUe0ZlpAzWUf2Z9t2Q1gdEHuT65kjaaPsR8LKHMeZVkhV/sr2EspWf4yqDmVLT1unnmGqb49SCslEkrdvbGu9171SbjyGhPPbdf2vZm64320WbSgUi3qMcJyYAVmooCK1DjyXryficPNY3ECYOB5DHVdHM1TYriaZfSzyWL5s2XIkRICrKgU/yZYGB4kV3vHcM+jrI7GuZLIxzE0QRZEe96QfGzlE4l3DB0i8oOr7uq0iLCR2Wy/BLfZQ8329nb4G8rLMf+VZlTC5oFaFz7aSZEZVyJV4XKcwcyAu1C7H9K1Yjt1uEhnR0U3CQtb9Jsew45AZXh7HRB2pKLlhegwMDAwMDAwMDAwMFjSOiumZnJzEddddh+3bt8OyLHz/+9/HKaecgg996EMYHBzEypUrcfvtt6ObY5tfC0qRtzvFM8SOTBKTU+QR68iSF09k8CSpyrGA/t4u2l4KPTGzYjsyG7ZQ5iKgo+wFTHOx01V9FL/dNXoYoxw76bxC3r8J9gQ5zvS5n+TbiOiC9r5Xa3UyfrI2tSvwa3AlES1iScu0xPxyvkfga+++0kUr2dvqSWFTpXMu4gRvTpjskmusdFK9FFQV2eJKha5F1Q91AlrW4Xh83m9VircmPIiqoEgBS5IZILkkiTg+OIx0m+YbZspOq9Uqdr08CJflmL1kCu1pYReYMdOshzCDcRK+LujlNsZ9e56CK0ml2uQaRSRSSU8nC0pcbX9/FwAgx96jQiXEBBcnhS7SJTbA7Uw4WtwAOo4+llmNJIdHbJDbWKkJ+xlOy4lpTqZUSiGh495puxI/J5LvFqqYvanWGqWLJfdJQcVSmNJWmzyewlxFYRg/blajF0py82C7iBR54VUQNetyzCvMlK0mEsDSEywkkhznXXHhVoj1mByj6zIUMrPu0AUp9kZx4i2bkdNYMxdWFKI2QsxOkGD7zbBEeIpzKCaqSEuB2B7Og8hQe6tF6mMrwxWUnxVJ0zr1FMSlcm3HgXLZy88sfjRKXmoHCfQtozwYy6Z8zcMlYn6ef+URat+hIsa4OG+eZd0zWfboT9LfoJzAxBh5QsMcr7uLmFO3j733b5lExCzZGWvWAwDGR2jMKHP+ie+E6F5Kns1T0m+n7fmZ61Jks+/r/whqnJy78Wzy/vcuWg4A+PZXfwIA2LFrEIdrlKMUTkVxRMA8w0zZaRiGOocHIPait5fGfMkfEfZFxhphQ4DYsyvsiXieK5XKNFEC6UPq2ZTmZc3HSqVS05gdgTBPrutq1kXL7HInk06nNUsjxUjlGPX5R8IsSXtkGzmfUqmkj1diFqk5t6hSqeh9pptksbVHPpFAmRPcpY9uFnOwSNefz03ERabnOtUzTvOV6ZkpO7VtG9lsGyIlkQq+fheUSAOdg6bfzUJEXHg5X260ryl+xyyVylg8QO+ilhJBBEKhQOu88OxT2HTmmQCgxSMEwpBESmnWplSkYw3t3QMAGOXCzFSYXDZsfL9QKtJiWKF+n+Z9S16lVSd+wbuRIrYR233Nr8Hld0gn4LCTJnEBKr0heev8vsHXLoVYNCSVITZdirjXKo3sroU4NwpW2PCbEFIJx0OKbd9xbdiNTWnAUTE9119/PS655BLs2LEDTz/9NNauXYubb74ZW7Zswc6dO7FlyxbcfPPNR7MrA4NjBmOnBq0CY6sGrQBjpwatAGOnBkeLIzI9U1NTuO+++/DDH/4QAM3MEokE7rzzTmzduhUAcM011+Dd7343vvzlL7/uvizLRiKRQZK95lVEOOv8SwDEXvLDY5MAgCQrZiRdDx4XeBIvS7OaiWVZ6OmhGXwXz5DF8zwySsXpOjv70NlB8ZLZdvK+7d1Nij/P79rN+3X0vj2dO0MzzGKJZuOTk2Po76OCdcUyeWJCKSSqQiTEcy7yvOLBq/Ooi8dAcmlqrAznRazc4bha1Usm6jJzTadEblvFih48my5wXLjW2rJi1qZUZW8tbyNe/5pjI8mfXWaMNKPGHoWa79d5Aexp0tbzATNpp5FSqFTKiDhHpxoCq5bTPU+ySlksbyoqbC5CR1SIGt0M8j0MI7iSx9XE9knMq+WESDBz4QeNxXMXcU5DWyVAbYLzEpiJbOd1kilaPpYrIcn5NWBWSHGOVhAFcQFUUYtkey1UpSCtmibaJqhneiQHSFgpySOKxDtWZ4OSH2dBCprGOUO6eBr3A2Jumg0lOTb6rBobFjH7Vl9Ujrxz889OgZm1VS+hsHRFgDQXveztbINXob5w66+o+GP5JfY4tzML7VVgceqAVeHrzSxMRy/9kDrdQv559liPcuw6F1juXt4FAIiqJSROpOfCZt7G59IDwSD11fkHKvBH2TsvuVesRmi1cUFVVYEbUdvWn015MYUJUoVb8pa34PAwF9rDCDWfunEs61oLAHh56CmUDzMr0MulDiRHaYpYrkIuj3GHmX1mMyP2ZnecywbeBbS10/n095wIABjdPUnn00PsVjKRxbLsBgDAFed8AgCw+5VfAAB2vvRzAMCL21LYvu05AICbXAUA2PL29bzfxQCAXRN74Hbwc77YguXNP/Z8Ju1UUC+fLHksIuksz66osU1NTb2mZHU9GyPbi2raQS5QLv2U53k696aewZDfAGJq5LN48mVdydWhvEKWb09K2Qro/WjvM68jzEqJVbrq2y0Mj7BLwtBUq1W9vlPHMNVfA8/zdFvlGLKfsC6PMZluZJEsLsMh+68vcCoS2tK++vcgub5tbW3zUr1tJu1UgcqUWPXjiFZalbGJWQ/NNrjw5T2xXNP7AeK8ndHREUywjHRXJ72j9nSxGrFNbF25lMcoF91dvGRpfHygIRJCWJ98bhIAsP8VYnqkECkQ597oXkXeMyIVS0GLaFrTNXAcRxcVjVlB+q0+Z0zG3VCUO4UB09crjgqSPCLJG0+w7bV1dCEjTI8oEKbJpkWtNvADRFw6oI23z6Qay2C4Xgoe57nV/No01qkeR2R69uzZg76+Pnz84x/HGWecgeuuuw7FYhHDw8NYsoTEAhYvXozh4eFX3f473/kONm/ejM2bN2Ocq2MbGMw0ZtJOA39+hpoYLAzMpK1Wpmaz5QbHE2bSTutf/A0MZhIzaad+EL7qOgYLB0dkeoIgwBNPPIFbb70V5557Lq6//vppNKFVV2ejGZ/61KfwqU99CgBw+oZNqPhF5LiYm6VqePGZJwEA/T1knGefTTGN4k+wHEfnKzTPSeuP2az2VOBiewHX/3HTac3MWEnyMNk8M8yyNnomk0KR4ytDrWzBrnD2xB8cPqBZFykYWmVFNAUFxW2V2a/ifB+ZXapQxR5rnevRqNQheRZArOqlWN/cEuWsMNQxkBKz6zA75mllMR/lqiiKsUKOeMXlWIj12bNJqU/A11uHg8Ye9AjREdUx5gIzaadtbRm4dg1l8azBgoWoaQvRva9TcJFEHVFHEc9FOfbG+bxPrfkvhsF/k15Ke3JE/U08Jw7bVirloT3LXie29zZWZkuJUpufQ/vSE+i3RSv5EOKBLKHmU5sq7HUv5OjZ2H84X3fBXvVSNSgFeVrVRWKA2fPCXp9yuYqasFg6kYm9P3xJHddGW0KecWbCHLmI0H8Vs6ZRwMwqxxTLRVRhoF1K89FGBTNpq4tPsdHjJZCxyVt26AUXzzxOeSi7dlJfZkkYuxT+TAEYlfh0Zu0ktydLfUn7QAeURS8JaYv65v5NVK9jskTMS60cQZGDGEt7TgUAjL5AXvapHeSxDHMW7EQjm+Qx0x8uYs960oFdpAZIker3fPCDAIAnnrgPrxwiRt7rooMp9sDv3fMStcOqwWLVOafMnsguybvkXLlSEljKeWIh9dfRELWrTEQ/MpuS6FhCuTcP7XkYADA2RB7Gk3rpGqisB8U1gH75xHcBAJtXnk/nkSLP7YN3fx37h6ltI/eyMlPtCQDAIVaKS53gQZXYm5qyYCmpqzF/MJN2OjAwgHK5rFmTbDarvcbyV7zKwvSUy+W6GnpcJ42ZDelfMpmMPv7k5CSAmKGRiVapVNL7lHyIZlYnCAK9H1lHIOtGUaRr/8h2giiK9PbNbayvOyQMj/wm10POr6urS6vOybLmoqm1Wq2urhnbMJ+rKIulM+m4Pk8ozARHz4iXvb1dH19YN2l7vWJdD9fpyWQydREw8wczaaed2TRs29LjRxgGuoak5EfLGGXZomgbwuc8GYnOEBZIF32ti3iQAq/yntU7QOyvk0rj0NBeAMCy5dQPZbJ0fxKJOD9Ydl3mepM1fv9M8PtoIQpRlrxuKW4vCqqOpUdGtylvR/K6Ep4XM36a4pGrxREZYYgi17QU4ijJRW8FQRjoqA5dDVAilvg56u/vR5oVcSWnPM9FhiUqplQq6ZqFSS4Y39vG76r8HHmujYjfL3LlWCH51XDESc/y5cuxfPlynHvuuQCAK6+8EjfffDMGBgZw8OBBLFmyBAcPHkR/f/+RdgXfDzBycAJLltAo3NGWxQ5OPM6006Bd5RCKSpULHKkIHZzcGigp5CUv51wcybG1rGBNDEvC0XIU4lGrlPRkIMO0mZXpAgD0n3ASLd/xYpxMxS+csYwfbZsv5DExQYyV7vikA7It3UHpSULYWB06CgL94htL9dFuQn6Zg+XohVUueCnfQ5FBhtIhSZ4OmeLrLPKElqUnb9Vao3ymJDVXqzXdNqEeOzwywmQyTsDU4W2q+eV/fmAm7dS2gLSrkOmSASGjJSTlXkVR41NFnSN91tWGtQy00L92LFnNm0tH4/sSUhjpgUcGGBm0apzM59g2ehy6x22cpO6DpSG5c8ymPC1wobTOowyeKaR58F3URetMpOml4PmXBo94fQTZTAbr1p1CbWPp1KJ0WDLpqVS1aIajixLLhJEH4yjQE71yWZ4NOkYkk0uoWLKal0lYqc33IgpqkE55/gULxZhJW1WRBT/n4plddA12vRyilOeCuVMcStBG16tzJSfnWhFqFAmEyvM8KBVY5GCc7EANl+FwQeP2VTwopbi4bJ4GWztS8AO63/k8TZBGX9gHAMix9LPl2lC+FPfju9LNz1IbS+SXFMJAwkJYJptfKBLlAs49+20AgMJhGiuefvghajMLY6iUBauLH6gELevspQnIRMgvnLkKbH7GXC6y6i7iF72X+HzaAlR6SQgHXNyvt5/WKdu0zsWbr8L5J14AAPjhr78EANidJufCnn3UrtHwIDo2c2jSIjLkl39N18dmifClZ/Zj8hm6dhOV6aIh8wEzaadhGCKXy+nxp6+vT4drSeiZoF5yWj5Lnyh/68UPZEIzNkZjvQgmFLgvqlQqTcU/4/FYllcqlYZwOCAOm5MJgVJqmhx1fShbs6CC9IGyv2KxqI8h7ZffpAhrfQidtFFQP9FplukWx6U4NXO5XIP0N8CF1UFlNwCgu7sbS5dSGJVMkOTaSaigUmrapHS+YUb7Uygan8J4BImjqcVZx/0Zv9C7TuzIDnUaQHOIu60XNU+uly+n/uOyyy9HiouBVjnlQWTx5V034SX0u6hMhHp6KFxuEReTzuWntC1KqROZvHiuowWa9GuBiAGwLdp2nMKQSqZ4O7YlkeuGpUUvXGbHXH7fseqEO2JHMP+VblrCSpNJpDhUtMTOCnmX8Ms8ka+W4AUcvswpBxOj/I4kRVTTCVgyH3AdWK/j9DxieNvixYuxYsUKvPjiiwCAu+++G+vWrcOll16K2267DQBw22234bLLLjvSrgwMjhmMnRq0CoytGrQCjJ0atAKMnRq8ERyVZPWtt96Kq6++GrVaDatWrcIPfvADRFGEq666Ct/73vdw4okn4vbbbz/ifiyQXF8mK3J8ETZuvhhAzE7sP0CewqRNs8au9g4o9taJjLN4HnyRVywWkcuRp0SxpF1+apKOybPQt5x4Ehwu1pcrkTcxTFI7irxuNp3WjFGgi5IKnRcXdyrkpxra44hktOfpWapI7eoiluyVrlbKOvkqzTSzhMJBU5Cu9gqISIF47fVyZSEOseKwAC7MKkUyoyjU5xFo0YPpUssuy2vHhTY5RImPGdmRliy06gpJzjfMlJ1GUYRqpYSOLhaWsG3Uao0hC3I9XAkFhKU9ajHTw4mOYgNhpBP1IwmdE9qaqY1KuaKpXEt72BqTVH0E2juT5TCwnCQY8r1py2YQaclsTgjUNkAsYP0+hdls9lbyqTWg3iPa1kbeUJ/ZU5HalP0GdcxmvD9mMTl8o+LXUGOPVMgFYX35q91skWYK4qTdWsP51TvXIhXN4wC3mbPVQgl45CmFvS8zQ1MFHC4mmlnG3roCe+s4xqDgl1DxuV9LNjJj3onMSraH6GImJMmhV+UhKX5MTH11ooDyIbK7Qpnkl4sFFi1gdkjZVXR00N6LrFgctHFDqszOOwnYCQ6B5NDjQ/soLKx3YDE6OoiJL2ap391hPUbbsQpHWFNQbezJZGduejF5CSeZOawUAyTydIy2PrJZr4P+To7ROidl++DskVARan+th725Kdo27Xs4oedkAMBpy7cAALbvexwAsHfvDjqt/jK61tA1D8ChrX0i184hJJ02ujbQPicfrc1LcRhg5uxUoIsM1jEa9Qn6wPTCoUDM8Eh4mKybz+e1x7xZUr8+hK2Z9RC5bGGZLMuaJi4goV+C+rwkCT2rFzSQ7evFGoDYo1+rVkUpXm+v5Yd537Zt63ONx5OgYb/116bKEsniye9dRCofk1NTmqGqF2sAGguiSvvr2SwA6Ojo0N/lfuTz+QahhPmEmbRTZcURO1DxfQh5XE96ElrFIWCOA9EhSfP1rDbdM8dx6hL8ad0q38PxMYoc6u7sxqJeun/xex4z8AUR0hrX0SKyv3XrNwEAevtJEjv12KN4Ze8gACDPjPvICLGgKlI6HC0WYpCyFzy+OjYS/F4jy+T9QIe2O7Zmf9DUVhHgsCwLtVCKEfOzaIkQSBxdJOVcImG3+FxVnq6LFfjwRDRBBKAk2oND22slH7bN7/WW87qFyY9q0rNp0yY89thj05bffffdR7O5gcGswNipQavA2KpBK8DYqUErwNipwdHCUrMYqNnb24tsNou+vr7ZOuQfjZGRkZZqL3Ds2zw4OIjR0YWrxNeKdgq0nq0aO/3j0dbWhlNPPXWum/GG0Gp2Chhb/WPRin2qsdPpMHY6P9FqtjqXdjqrkx4A2Lx586vOyOcrWq29QGu2eb6hFa9hq7W51do7H9GK19C0+fhEq13DVmsv0Jptnm9oxWvYam2ey/YeUcjAwMDAwMDAwMDAwMCglWEmPQYGBgYGBgYGBgYGCxqzPumRIlCtglZrL9CabZ5vaMVr2GptbrX2zke04jU0bT4+0WrXsNXaC7Rmm+cbWvEatlqb57K9s57TY2BgYGBgYGBgYGBgMJsw4W0GBgYGBgYGBgYGBgsaZtJjYGBgYGBgYGBgYLCgMWuTnl//+tc45ZRTsHr1atx8882zddg3hH379uGCCy7AunXrcNppp+HrX/86AOALX/gCli1bhk2bNmHTpk341a9+NcctjbFy5UqsX78emzZtwubNmwEA4+PjuOiii7BmzRpcdNFFmJiYmONWthbmu622op0CxlZnGsZOjw2Mnc4s5rudAq1pq8ZOZx7z3VZb0U6BeWarahYQBIFatWqV2r17t6pWq2rDhg3queeem41DvyEcOHBAPf7440oppXK5nFqzZo167rnn1E033aRuueWWOW7dq+PEE09UIyMjDcs++9nPqi996UtKKaW+9KUvqc997nNz0bSWRCvYaivaqVLGVmcSxk6PHYydzhxawU6Vak1bNXY6s2gFW21FO1VqftnqrDA927Ztw+rVq7Fq1SokEgl8+MMfxp133jkbh35DWLJkCc4880wAQHt7O9auXYuhoaE5btUbx5133olrrrkGAHDNNdfgjjvumNsGtRBawVYXip0CxlbfLIydzi6Mnb45tIKdAgvHVo2dvnm0gq0uFDsF5s5WZ2XSMzQ0hBUrVujvy5cvn/c3anBwEE8++STOPfdcAMA3v/lNbNiwAddee+28oowty8LFF1+Ms846C9/5zncAAMPDw1iyZAkAYPHixRgeHp7LJrYUWs1WW8VOAWOrMwljp8cOxk5nDq1mp0Dr2Kqx05lFq9lqq9gpML9s1QgZvAoKhQKuuOIKfO1rX0NHRwc+/elPY/fu3XjqqaewZMkSfOYzn5nrJmo88MADeOKJJ/Bv//Zv+Na3voX77ruv4XfLsmBZ1hy1zuBYopXsFDC2erzC2KlBq6CVbNXY6fGLVrJTYH7Z6qxMepYtW4Z9+/bp7/v378eyZctm49BvGL7v44orrsDVV1+Nyy+/HAAwMDAAx3Fg2zY++clPYtu2bXPcyhhyHfv7+/GBD3wA27Ztw8DAAA4ePAgAOHjwIPr7++eyiS2FVrHVVrNTwNjqTMLY6bGDsdOZQ6vYKdB6tmrsdGbRKrbaanYKzC9bnZVJz9lnn42dO3diz549qNVq+MlPfoJLL710Ng79hqCUwic+8QmsXbsWN9xwg14uNwYAfv7zn+P000+fi+ZNQ7FYRD6f159/+9vf4vTTT8ell16K2267DQBw22234bLLLpvLZrYUWsFWW81OAWOrMw1jp8cGxk5nFq1gp0Dr2aqx05lHK9hqq9kpMA9tdVbkEpRSd911l1qzZo1atWqV+uIXvzhbh31DuP/++xUAtX79erVx40a1ceNGddddd6mPfvSj6vTTT1fr169X73//+9WBAwfmuqlKKaV2796tNmzYoDZs2KDWrVunr+vo6Ki68MIL1erVq9WWLVvU2NjYHLe0tTDfbbXV7FQpY6vHAsZOZx7GTmce891OlWo9WzV2emww32211exUqflnq5ZSSs3O9MrAwMDAwMDAwMDAwGD2YYQMDAwMDAwMDAwMDAwWNMykx8DAwMDAwMDAwMBgQcNMegwMDAwMDAwMDAwMFjTMpMfAwMDAwMDAwMDAYEHDTHoMDAwMDAwMDAwMDBY0zKTnGGPrVuChh+a6FQYGM4s77gCef36uW2Fg8PowdmowZzCDv0EL4HgzUzPpOcY43gzK4PiAeZk0aAUYOzWYM5jB36AFcLyZqZn0vEn86EfAhg3Axo3An/0Z8MtfAueeC5xxBvCe9wDDw8DgIPDtbwNf/SqwaRNw//1z3WqDVsfgILB2LfDJTwKnnQZcfDFQLtNvTz0FnHce2eUHPgBMTNDyd78b+Ju/Ac45Bzj55Ne2wy9/GVi/nmz6b/+Wln33u8DZZ9OyK64ASiXqIH/xC+CznyW73r372J6zQevB2KnBgoUZ/A1aAMZMXwOzUgJ1gWH7dqXWrFFqZIS+j40pNT6uVBTR9+9+V6kbbqDPN92k1C23zEkzDRYg9uxRynGUevJJ+v7BDyr14x/T5/Xrldq6lT5//vNKXX89fX7Xu2J7vOsupbZsmb7fX/1KqfPPV6pYpO9SHHl0NF7nxhuV+sY36PM11yj105/OyCkZLEAYOzVYkDCDv0ELwJjpa8Od60lXK+Kee4APfhDo7aXvPT3As88CH/oQcPAgUKsBJ500t200WLg46STyygDAWWeRt2ZqCpicBN71Llp+zTVko4LLL29cvxm/+x3w8Y8DmQx97+mhv9u3A3/3d7TvQgF473tn/HQMFiiMnRosOJjB36AFYMz0tWHC22YIf/VXwF/+JRnW//7fQKUy1y0yWKhIJuPPjgMEwdFvc7TrCz72MeCb3yS7vukmY9cGRw9jpwbHBczgb9ACMGZKMJOeN4ELLwR++lNgbIy+j4+TB3PZMvp+223xuu3tQD4/+200OL7Q2Ql0d8cxuT/+cexNPxpcdBHwgx9QLgRANg2Q7S5ZAvg+8E//FK9v7NrgzcDYqUFLwwz+Bi0AY6avDTPpeRM47TTgxhtpsN64EbjhBuALXyA68ayzYkoRAN7/fuDnPz+OksQM5gy33UZJ2xs2ULL43//90W97ySXApZcCmzeTrX7lK7T8H/6Bkh/f9jbg1FPj9T/8YeCWWygp0iSIG7wRGDs1aFmYwd+gBWDM9LVhKaXUXDfCwMDAwMDAwMDAwMDgWMEwPQYGBgYGBgYGBgYGCxpm0mNgYGBgYGBgYGBgsKBhJj0GBgYGBgYGBgYGBgsaLTvp+Q//gWoyTE4C//iP8fKtW4E//dM5atQsY+tWSj477bRYAalSoYrmGzfS8ptuite/+mpKHv6v/zVe9sUvAnfcMYuNPs5wvNvpLbeQjW7aBJx+OkkRi+LWtdcC/f20vB5/8zdkp3/+5/Gy//t/ga99bZYafRzC2Olr2+nkJHDllSSQsHYt8PDDtNzY6RzheDdWwaOPAq4L/Oxn9P3ee2Mj3rQJSKXiwd0M/rOO491MX6tP3bcPuOACYN06ekf9+tfjbWalT53r6qh/LPbsUeq00+Lv996r1PveN1etmQ7fPzb7nZhQau1apfbupe/Dw/Q3ipTK5+lzrabUOeco9fDDSj39tFKf+AQtf897lJqcVOrAAaX+9E+PTfsMGnG82mk9fvELpS64IP7++98r9fjjjddlcpLsUymy12eeUapUUurCC8meDY4tjJ1Ot9M//3OqYK6UUtUq9b3GTucBjmdjDQIy0j/5E6V++tPpv4+NKdXdrVSxaAb/OcbxbKaC+j71wAEa95VSKpdTas0apZ57bvb61HnJ9NxyC/CNb9Dn//JfSHMcoCqzV19Nn1euBEZHgb/9W5Ii3bSJZFABqsgtnrmrrwZeTZ/uu98Fzj6bGJErrojrPgwPAx/4AC3fuBF46CFa/qMf0Qx040bgz/6Mln3sY7GTBQDa2ujv1q3AO95B0qrr1tGy//gfSSrwtNOA73wn3ubXvwbOPJP2u2ULEEXAmjXAyAj9HkXA6tXxd8E//zNVLz/hBPre309/LStuh+/TP8sCPA8ol2l/vk+z7r//e+C//bfXvRUGrwNjp0e203r8y78AH/lI/P2d76RK0fWwbbJPpehcPY9kif/qr+izwRuHsdM3b6dTU8B99wGf+AR9TySAri5jp8cMxliPzlhvvZXaLgN/M372M+BP/gTIZMzgfwxgzPTN96lLltD+AKoRtHYtMDQ0i33qzM2fZg4PP6zUlVfS57e/Xamzz6aZ3he+oNS3v03LTzxRqZGRV59Fd3QotW+fUmGo1HnnKXX//dOPMToaf77xRqW+8Q36fNVVSn31q/Q5CGj2uX07zUZHRmj52Bj9veaaRidLNhu3IZNR6uWX499km1KJ2js6qtThw0otXx6vJ+t84QtxG37zG6Uuv3x6+6+/Xqm/+Aul3vUupc48U6nbbot/CwKlNm6k9nzuc43bbNyo1Fe+otSTTyp17bXT92tw9DB2emQ7FRSL5HiUbQXN10Uppb78ZbLTG24gr9B88oq1Ioydvnk7ffJJul7XXKPUpk3kgSwU6Ddjp8cAxliPbKz79yv1znfSOTa3Q3DBBUr98pfxdzP4zyiMmf7xY79SdG1WrFBqaoq+z0afOi+ZnrPOAh5/HMjlgGQSOP984LHHqHDSO95x5O3POQdYvpxmjps2AYOD09fZvp32tX49VfB+7jlafs89wKc/TZ8dhyqI33MPFXWSgk7N3unXasNJJ8Xfv/ENmimfdx7FNO7cCTzyCHm7ZT3Z77XX0qwdAL7/feDjH5++/yCga3TXXcBvfkPF+V56KW73U08B+/cD27bRuQIUF/nUU8BnPgN8/vO0zf/4H8BVV5FXweCNwdjpke1U8MtfUuHIo2nT5z5Hdvo//yfZ6X//78D/+T9kp1/84pG3N2iEsdM3b6dBADzxBJ3Dk08C2Sxw8830m7HTYwBjrEc21r/+a+DLX6ZzfDUcPAg8+yzw3vfGy8zgP6MwZvrHj/2FAjFYX/sa0NFBy2ajT52Xkx7Po4v8wx8Cb30r3fh77wV27SIq7EhIJuPPjkMDVzM+9jHgm9+kvuGmm0gA4I3CdYnaA+hvrRb/ls3Gn7duBX73O0qAffppqg7+esdbsQIYGCBD3raNWOpmLF9OfVo2S4b+znfSvuvR1UUJY7/+dePyO++kh7ZQINr19tuJAhX61ODoYOz0yHYq+MlPGkPbjgZPPklU9ymnAD/9Kdnp7t3UGRscPYydvnk7Xb6c/p17Ln2/8kqaBNXD2OkMwhjrkY31sceAD3+Y4qd+9jPgL/6iUZDg9tsp/unVYoLM4D8jMGb6x439vk8TnquvpjSNZhzLPnVeTnoAMqKvfIVe5t/xDuDb36YbYVmN67W3A/n8G99/Pk+xhb5Ps2jBli3A//pf9DkMKab7wgvpwo+N0XJR9Vm5kmb7APCLX9C+Xg1TU0B3N4XX7thBs2eAZtT33Qfs2dO4XwC47jrgox+l2bvjTN/nZZcBDzxAD0upBPzhD/SwjYyQWghAYbz//u8UNyrwfZpZf+5z9LtczzBsfCAMjg7GTl/fTmW/v/892ewbgTgkfZ/OESDPmBmf3ziMnb45O128mAb4F1+k73ffHcfAC4ydzjCMsb6+se7ZQ9TA4CDNwv/xHykhQ9CcPCkwg/+Mwpjpm+tTlaIcybVrgRtuePXtjmWfOq8nPQcPEm04MEDqi69GGy5aRNTZ6afHSWJHg3/4B/Leve1tjZOCr3+dZuzr15ND5PnnKbHrxhtJFnrjxvhGffKTdEM3bqQZcv3MuR6XXEKTk7VrKantvPNoeV8fJYxdfjnt40Mfire59FJyxrwWbbh2Le13wwaiKa+7jq7BwYPE7mzYQElwF13UKI/4rW8B11xDxr1hAxmRnGtX19FfPwOCsdPXt1MA+PnPgYsvnn7cj3yErtuLL5I3/Xvfi3+74w5g82Zg6VKyy02b6FwrFWqDwRuDsdM3b6e33hor/j71VKPqr7HTYwBjrEc21tfC4CDFJkkNi3qYwX9GYcz0zfWpDz4I/PjHxBKJpPWvfhX/fqz7VEupV9ONMJhrPPYYqYLcf/9ct8TA4LVh7NSgFWDs1KBlYIzVoAXQqmbqznUDDKbj5puJvqynNA0M5huMnRq0AoydGrQMjLEatABa2UwN02NgYGBgYGBgYGBgsKAxb3N6DAwMDAwMDAwMDAwMZgJm0mNgYGBgYGBgYGBgsKBhJj0GBgYGBgYGBgYGBgsaZtJjYGBgYGBgYGBgYLCgYSY9BgYGBgYGBgYGBgYLGv8/GuN0+7Iee0UAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 864x864 with 25 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure( figsize=(12.0,12.0), facecolor='white' )\n",
    "for i in range(25):\n",
    "    fig.add_subplot(5,5,i+1)\n",
    "    plot_img(test_x, test_y, predictions, i)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "id": "regular-privilege",
   "metadata": {},
   "outputs": [],
   "source": [
    "img = test_x[5]\n",
    "img = (np.expand_dims(img,0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "id": "conceptual-plaza",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[0.5157095  0.48429048]]\n",
      "0\n"
     ]
    }
   ],
   "source": [
    "predict_sigle = predict_model.predict(img)\n",
    "print(predict_sigle)\n",
    "print(np.argmax(predict_sigle))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "tensorflowenv",
   "language": "python",
   "name": "tensorflowenv"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
